├── .gitignore ├── Chapter02 ├── 01_agent_anatomy.py ├── 02_cartpole_random.py ├── 03_random_actionwrapper.py └── 04_cartpole_random_monitor.py ├── Chapter03 ├── .gitignore ├── 01_modules.py ├── 02_tensorboard.py └── 03_atari_gan.py ├── Chapter04 ├── 01_cartpole.py ├── 02_frozenlake_naive.py ├── 03_frozenlake_tweaked.py └── 04_frozenlake_nonslippery.py ├── Chapter05 ├── 01_frozenlake_v_iteration.py └── 02_frozenlake_q_iteration.py ├── Chapter06 ├── 01_frozenlake_q_learning.py ├── 02_dqn_pong.py ├── 03_dqn_play.py └── lib │ ├── __init__.py │ ├── dqn_model.py │ └── wrappers.py ├── Chapter07 ├── 01_dqn_basic.py ├── 02_dqn_n_steps.py ├── 03_dqn_double.py ├── 04_dqn_noisy_net.py ├── 05_dqn_prio_replay.py ├── 06_dqn_dueling.py ├── 07_dqn_distrib.py ├── 08_dqn_rainbow.py ├── adhoc │ ├── commute.py │ └── distr_test.py ├── bench │ ├── prio_buffer_bench.py │ └── simple_buffer_bench.py ├── lib │ ├── __init__.py │ ├── common.py │ └── dqn_model.py └── res │ ├── .gitignore │ ├── Nov11_07-49-02_gpu-pong-basic │ └── events.out.tfevents.1510382942.gpu │ ├── Nov11_09-16-29_gpu-pong-2-step │ └── events.out.tfevents.1510388189.gpu │ ├── Nov11_09-55-16_gpu-pong-double=False │ └── events.out.tfevents.1510390516.gpu │ ├── Nov11_15-26-36_gpu-pong-double=True │ └── events.out.tfevents.1510410396.gpu │ ├── Nov11_15-35-13_gpu-pong-dueling │ └── events.out.tfevents.1510410913.gpu │ ├── Nov11_16-34-18_gpu-pong-distrib │ └── events.out.tfevents.1510414458.gpu │ ├── Nov11_17-20-40_gpu-pong-prio-replay │ └── events.out.tfevents.1510417240.gpu │ ├── Nov11_21-03-13_gpu-pong-noisy-net │ └── events.out.tfevents.1510430593.gpu │ ├── Nov11_22-50-56_gpu-pong-rainbow │ └── events.out.tfevents.1510437056.gpu │ ├── log-01_dqn_basic.py.txt │ ├── log-02_dqn_n_steps.py.txt │ ├── log-03_dqn_double.py.txt │ ├── log-04_dqn_noisy_net.py.txt │ ├── log-05_dqn_prio_replay.py.txt │ ├── log-06_dqn_dueling.py.txt │ ├── log-07_dqn_distrib.py.txt │ └── log-08_dqn_rainbow.py.txt ├── Chapter08 ├── .gitignore ├── data │ ├── ch08-small-quotes.tgz │ └── unpack_data.sh ├── lib │ ├── __init__.py │ ├── common.py │ ├── data.py │ ├── environ.py │ ├── models.py │ └── validation.py ├── run_model.py ├── tests │ ├── test_data.py │ └── test_environ.py ├── train_model.py └── train_model_conv.py ├── Chapter09 ├── 01_cartpole_dqn.py ├── 02_cartpole_reinforce.py ├── 03_cartpole_reinforce_baseline.py ├── 04_cartpole_pg.py ├── 05_pong_pg.py ├── lib │ ├── __init__.py │ └── common.py └── res │ ├── Dec01_12-13-46_gpu-cartpole-dqn │ └── events.out.tfevents.1512126826.gpu │ ├── Dec03_12-16-34_gpu-cartpole-reinforce-baseline │ └── events.out.tfevents.1512299794.gpu │ ├── Dec03_13-48-07_gpu-cartpole-reinforce │ └── events.out.tfevents.1512305287.gpu │ └── Dec06_16-05-54_gpu-pong-pg-bad │ └── events.out.tfevents.1512572754.gpu ├── Chapter10 ├── .gitignore ├── 01_cartpole_pg.py ├── 02_pong_a2c.py ├── 03_pong_a2c_rollouts.py ├── 04_pong_r2.py ├── lib │ ├── __init__.py │ └── common.py ├── log.md └── tmp │ ├── 00_pong_pg-loc-baseline.py │ └── 00_pong_pg.py ├── Chapter11 ├── .gitignore ├── 01_a3c_data.py ├── 02_a3c_grad.py ├── adhoc │ ├── distr_grad.py │ ├── distr_grad2.py │ └── sync_bench.py └── lib │ ├── __init__.py │ └── common.py ├── Chapter12 ├── .gitignore ├── cor_reader.py ├── data │ ├── .gitignore │ └── get_data.sh ├── data_test.py ├── libbots │ ├── __init__.py │ ├── cornell.py │ ├── data.py │ ├── model.py │ └── utils.py ├── telergam_bot.py ├── tests │ ├── test_data.py │ └── test_subtitles.py ├── train_crossent.py ├── train_scst.py └── use_model.py ├── Chapter13 ├── .gitignore ├── adhoc │ ├── demo_dump.py │ ├── fbs_dump.py │ ├── fbs_join.py │ ├── fbs_read.py │ ├── start_docker.sh │ ├── start_docker_demo.sh │ ├── wd_tests.py │ ├── wob_clicks.py │ ├── wob_create.py │ └── wob_test.py ├── demos │ ├── demo-CountSides.tar.gz │ └── demo-TicTacToe.tgz ├── environment.yml ├── ksy │ ├── fbs.ksy │ ├── rfp_client.ksy │ └── rfp_server.ksy ├── lib │ ├── __init__.py │ ├── common.py │ ├── ksy │ │ ├── __init__.py │ │ ├── fbs.py │ │ ├── rfp_client.py │ │ └── rfp_server.py │ ├── model_vnc.py │ ├── vnc_demo.py │ └── wob_vnc.py ├── wob_click_mm_play.py ├── wob_click_mm_train.py ├── wob_click_play.py ├── wob_click_train.py └── wob_fixes │ ├── 01_wob_crash-fix.patch │ ├── 02_reward_proxy_append_rewards.patch │ ├── autopatch.sh │ └── readme.md ├── Chapter14 ├── .gitignore ├── 01_check_env.py ├── 02_train_a2c.py ├── 03_play_a2c.py ├── 04_train_ddpg.py ├── 05_play_ddpg.py ├── 06_train_d4pg.py ├── adhoc │ ├── record_a2c.sh │ └── record_ddpg.sh └── lib │ ├── __init__.py │ ├── common.py │ └── model.py ├── Chapter15 ├── .gitignore ├── 01_train_a2c.py ├── 02_play.py ├── 03_train_trpo.py ├── 04_train_ppo.py ├── 05_train_acktr.py └── lib │ ├── __init__.py │ ├── common.py │ ├── kfac.py │ ├── model.py │ └── trpo.py ├── Chapter16 ├── .gitignore ├── 01_cartpole_es.py ├── 02_cheetah_es.py ├── 03_cartpole_ga.py ├── 04_cheetah_ga.py ├── 05_cheetah_ga_batch.py └── not_converging │ ├── 02_breakout_es.py │ └── 02_hyper.py ├── Chapter17 ├── .gitignore ├── 01_a2c.py ├── 02_imag.py ├── 03_i2a.py ├── lib │ ├── __init__.py │ ├── common.py │ └── i2a.py └── play.py ├── Chapter18 ├── .gitignore ├── lib │ ├── __init__.py │ ├── game.py │ ├── mcts.py │ └── model.py ├── play.py ├── semi-final.sh ├── telegram-bot.py ├── tests │ ├── __init__.py │ ├── test_game.py │ └── test_model.py ├── tournament │ ├── .ipynb_checkpoints │ │ └── charts-checkpoint.ipynb │ └── charts.ipynb └── train.py ├── LICENSE ├── README.md ├── download-roboschool.sh ├── formulas ├── .gitignore ├── _template.tex ├── ch01.tex ├── ch01 │ ├── ch01-01.eps │ ├── ch01-02.eps │ ├── ch01-03.eps │ └── ch01.pdf ├── ch04.tex ├── ch04 │ ├── ch04-01.eps │ ├── ch04-02.eps │ ├── ch04-03.eps │ ├── ch04-04.eps │ ├── ch04-05.eps │ ├── ch04-06.eps │ ├── ch04-07.eps │ └── ch04.pdf ├── ch05.tex ├── ch05 │ ├── ch05-001.eps │ ├── ch05-002.eps │ ├── ch05-003.eps │ ├── ch05-004.eps │ ├── ch05-005.eps │ ├── ch05-006.eps │ ├── ch05-007.eps │ ├── ch05-008.eps │ ├── ch05-009.eps │ ├── ch05-010.eps │ ├── ch05-011.eps │ ├── ch05-012.eps │ ├── ch05-013.eps │ ├── ch05-014.eps │ ├── ch05-015.eps │ ├── ch05-016.eps │ ├── ch05-017.eps │ ├── ch05-018.eps │ ├── ch05-019.eps │ ├── ch05-020.eps │ ├── ch05-021.eps │ ├── ch05-022.eps │ ├── ch05-023.eps │ ├── ch05-024.eps │ ├── ch05-025.eps │ ├── ch05-026.eps │ ├── ch05-027.eps │ ├── ch05-028.eps │ ├── ch05-029.eps │ ├── ch05-030.eps │ ├── ch05-031.eps │ ├── ch05-032.eps │ ├── ch05-033.eps │ ├── ch05-034.eps │ ├── ch05-035.eps │ ├── ch05-036.eps │ ├── ch05-037.eps │ ├── ch05-038.eps │ ├── ch05-039.eps │ ├── ch05-040.eps │ ├── ch05-041.eps │ ├── ch05-042.eps │ ├── ch05-043.eps │ ├── ch05-044.eps │ ├── ch05-045.eps │ ├── ch05-046.eps │ ├── ch05-047.eps │ ├── ch05-048.eps │ ├── ch05-049.eps │ ├── ch05-050.eps │ ├── ch05-051.eps │ ├── ch05-052.eps │ ├── ch05-053.eps │ ├── ch05-054.eps │ ├── ch05-055.eps │ ├── ch05-056.eps │ ├── ch05-057.eps │ ├── ch05-058.eps │ ├── ch05-059.eps │ ├── ch05-060.eps │ ├── ch05-061.eps │ ├── ch05-062.eps │ ├── ch05-063.eps │ ├── ch05-064.eps │ ├── ch05-065.eps │ ├── ch05-066.eps │ ├── ch05-067.eps │ ├── ch05-068.eps │ └── ch05.pdf ├── ch06.tex ├── ch06 │ ├── ch06-001.eps │ ├── ch06-002.eps │ ├── ch06-003.eps │ ├── ch06-004.eps │ ├── ch06-005.eps │ ├── ch06-006.eps │ ├── ch06-007.eps │ ├── ch06-008.eps │ ├── ch06-009.eps │ ├── ch06-010.eps │ ├── ch06-011.eps │ ├── ch06-012.eps │ ├── ch06-013.eps │ ├── ch06-014.eps │ ├── ch06-015.eps │ └── ch06.pdf ├── ch07.tex ├── ch07 │ ├── ch07-001.eps │ ├── ch07-002.eps │ ├── ch07-003.eps │ ├── ch07-004.eps │ ├── ch07-005.eps │ ├── ch07-006.eps │ ├── ch07-007.eps │ ├── ch07-008.eps │ ├── ch07-009.eps │ ├── ch07-010.eps │ ├── ch07-011.eps │ ├── ch07-012.eps │ ├── ch07-013.eps │ └── ch07.pdf ├── ch09.tex ├── ch09 │ ├── ch09-001.eps │ ├── ch09-002.eps │ ├── ch09-003.eps │ ├── ch09-004.eps │ ├── ch09-005.eps │ ├── ch09-006.eps │ ├── ch09-007.eps │ ├── ch09-008.eps │ ├── ch09-009.eps │ ├── ch09-010.eps │ └── ch09.pdf ├── ch10.tex ├── ch10 │ ├── ch10-001.eps │ ├── ch10-002.eps │ ├── ch10-003.eps │ ├── ch10-004.eps │ ├── ch10-005.eps │ ├── ch10-006.eps │ ├── ch10-007.eps │ ├── ch10-008.eps │ ├── ch10-009.eps │ ├── ch10-010.eps │ ├── ch10-011.eps │ ├── ch10-012.eps │ ├── ch10-013.eps │ ├── ch10-014.eps │ ├── ch10-015.eps │ └── ch10.pdf ├── ch12.tex ├── ch12 │ ├── ch12-001.eps │ ├── ch12-002.eps │ ├── ch12-003.eps │ ├── ch12-004.eps │ ├── ch12-005.eps │ └── ch12.pdf ├── ch14.tex ├── ch14 │ ├── ch14-001.eps │ ├── ch14-002.eps │ ├── ch14-003.eps │ ├── ch14-004.eps │ ├── ch14-005.eps │ ├── ch14-006.eps │ ├── ch14-007.eps │ ├── ch14-008.eps │ ├── ch14-009.eps │ ├── ch14-010.eps │ ├── ch14-011.eps │ ├── ch14-012.eps │ ├── ch14-013.eps │ ├── ch14-014.eps │ ├── ch14-015.eps │ ├── ch14-016.eps │ ├── ch14-017.eps │ ├── ch14-018.eps │ ├── ch14-019.eps │ ├── ch14-020.eps │ ├── ch14-021.eps │ ├── ch14-022.eps │ ├── ch14-023.eps │ ├── ch14-024.eps │ └── ch14.pdf ├── ch15.tex ├── ch15 │ ├── ch15-001.eps │ ├── ch15-002.eps │ ├── ch15-003.eps │ ├── ch15-004.eps │ ├── ch15-005.eps │ ├── ch15-006.eps │ ├── ch15-007.eps │ ├── ch15-008.eps │ ├── ch15-009.eps │ ├── ch15-010.eps │ ├── ch15-011.eps │ ├── ch15-012.eps │ ├── ch15-013.eps │ ├── ch15-014.eps │ ├── ch15-015.eps │ ├── ch15-016.eps │ ├── ch15-017.eps │ ├── ch15-018.eps │ ├── ch15-019.eps │ ├── ch15-020.eps │ └── ch15.pdf ├── ch16.tex ├── ch16 │ ├── ch16-001.eps │ ├── ch16-002.eps │ ├── ch16-003.eps │ ├── ch16-004.eps │ ├── ch16-005.eps │ ├── ch16-006.eps │ ├── ch16-007.eps │ ├── ch16-008.eps │ ├── ch16-009.eps │ ├── ch16-010.eps │ ├── ch16-011.eps │ ├── ch16-012.eps │ ├── ch16-013.eps │ ├── ch16-014.eps │ ├── ch16-015.eps │ ├── ch16-016.eps │ ├── ch16-017.eps │ ├── ch16-018.eps │ ├── ch16-019.eps │ ├── ch16-020.eps │ ├── ch16-021.eps │ ├── ch16-022.eps │ └── ch16.pdf ├── ch18.tex ├── ch18 │ ├── ch18-001.eps │ ├── ch18-002.eps │ ├── ch18-003.eps │ ├── ch18-004.eps │ ├── ch18-005.eps │ ├── ch18-006.eps │ ├── ch18-007.eps │ ├── ch18-008.eps │ ├── ch18-009.eps │ └── ch18.pdf ├── clean.sh └── make.sh ├── install-roboschool.sh └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/.gitignore -------------------------------------------------------------------------------- /Chapter02/01_agent_anatomy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter02/01_agent_anatomy.py -------------------------------------------------------------------------------- /Chapter02/02_cartpole_random.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter02/02_cartpole_random.py -------------------------------------------------------------------------------- /Chapter02/03_random_actionwrapper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter02/03_random_actionwrapper.py -------------------------------------------------------------------------------- /Chapter02/04_cartpole_random_monitor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter02/04_cartpole_random_monitor.py -------------------------------------------------------------------------------- /Chapter03/.gitignore: -------------------------------------------------------------------------------- 1 | runs 2 | -------------------------------------------------------------------------------- /Chapter03/01_modules.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter03/01_modules.py -------------------------------------------------------------------------------- /Chapter03/02_tensorboard.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter03/02_tensorboard.py -------------------------------------------------------------------------------- /Chapter03/03_atari_gan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter03/03_atari_gan.py -------------------------------------------------------------------------------- /Chapter04/01_cartpole.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter04/01_cartpole.py -------------------------------------------------------------------------------- /Chapter04/02_frozenlake_naive.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter04/02_frozenlake_naive.py -------------------------------------------------------------------------------- /Chapter04/03_frozenlake_tweaked.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter04/03_frozenlake_tweaked.py -------------------------------------------------------------------------------- /Chapter04/04_frozenlake_nonslippery.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter04/04_frozenlake_nonslippery.py -------------------------------------------------------------------------------- /Chapter05/01_frozenlake_v_iteration.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter05/01_frozenlake_v_iteration.py -------------------------------------------------------------------------------- /Chapter05/02_frozenlake_q_iteration.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter05/02_frozenlake_q_iteration.py -------------------------------------------------------------------------------- /Chapter06/01_frozenlake_q_learning.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter06/01_frozenlake_q_learning.py -------------------------------------------------------------------------------- /Chapter06/02_dqn_pong.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter06/02_dqn_pong.py -------------------------------------------------------------------------------- /Chapter06/03_dqn_play.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter06/03_dqn_play.py -------------------------------------------------------------------------------- /Chapter06/lib/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Chapter06/lib/dqn_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter06/lib/dqn_model.py -------------------------------------------------------------------------------- /Chapter06/lib/wrappers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter06/lib/wrappers.py -------------------------------------------------------------------------------- /Chapter07/01_dqn_basic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/01_dqn_basic.py -------------------------------------------------------------------------------- /Chapter07/02_dqn_n_steps.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/02_dqn_n_steps.py -------------------------------------------------------------------------------- /Chapter07/03_dqn_double.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/03_dqn_double.py -------------------------------------------------------------------------------- /Chapter07/04_dqn_noisy_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/04_dqn_noisy_net.py -------------------------------------------------------------------------------- /Chapter07/05_dqn_prio_replay.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/05_dqn_prio_replay.py -------------------------------------------------------------------------------- /Chapter07/06_dqn_dueling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/06_dqn_dueling.py -------------------------------------------------------------------------------- /Chapter07/07_dqn_distrib.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/07_dqn_distrib.py -------------------------------------------------------------------------------- /Chapter07/08_dqn_rainbow.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/08_dqn_rainbow.py -------------------------------------------------------------------------------- /Chapter07/adhoc/commute.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/adhoc/commute.py -------------------------------------------------------------------------------- /Chapter07/adhoc/distr_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/adhoc/distr_test.py -------------------------------------------------------------------------------- /Chapter07/bench/prio_buffer_bench.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/bench/prio_buffer_bench.py -------------------------------------------------------------------------------- /Chapter07/bench/simple_buffer_bench.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/bench/simple_buffer_bench.py -------------------------------------------------------------------------------- /Chapter07/lib/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Chapter07/lib/common.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/lib/common.py -------------------------------------------------------------------------------- /Chapter07/lib/dqn_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/lib/dqn_model.py -------------------------------------------------------------------------------- /Chapter07/res/.gitignore: -------------------------------------------------------------------------------- 1 | !*.txt 2 | -------------------------------------------------------------------------------- /Chapter07/res/Nov11_07-49-02_gpu-pong-basic/events.out.tfevents.1510382942.gpu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/res/Nov11_07-49-02_gpu-pong-basic/events.out.tfevents.1510382942.gpu -------------------------------------------------------------------------------- /Chapter07/res/Nov11_09-16-29_gpu-pong-2-step/events.out.tfevents.1510388189.gpu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/res/Nov11_09-16-29_gpu-pong-2-step/events.out.tfevents.1510388189.gpu -------------------------------------------------------------------------------- /Chapter07/res/Nov11_09-55-16_gpu-pong-double=False/events.out.tfevents.1510390516.gpu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/res/Nov11_09-55-16_gpu-pong-double=False/events.out.tfevents.1510390516.gpu -------------------------------------------------------------------------------- /Chapter07/res/Nov11_15-26-36_gpu-pong-double=True/events.out.tfevents.1510410396.gpu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/res/Nov11_15-26-36_gpu-pong-double=True/events.out.tfevents.1510410396.gpu -------------------------------------------------------------------------------- /Chapter07/res/Nov11_15-35-13_gpu-pong-dueling/events.out.tfevents.1510410913.gpu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/res/Nov11_15-35-13_gpu-pong-dueling/events.out.tfevents.1510410913.gpu -------------------------------------------------------------------------------- /Chapter07/res/Nov11_16-34-18_gpu-pong-distrib/events.out.tfevents.1510414458.gpu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/res/Nov11_16-34-18_gpu-pong-distrib/events.out.tfevents.1510414458.gpu -------------------------------------------------------------------------------- /Chapter07/res/Nov11_17-20-40_gpu-pong-prio-replay/events.out.tfevents.1510417240.gpu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/res/Nov11_17-20-40_gpu-pong-prio-replay/events.out.tfevents.1510417240.gpu -------------------------------------------------------------------------------- /Chapter07/res/Nov11_21-03-13_gpu-pong-noisy-net/events.out.tfevents.1510430593.gpu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/res/Nov11_21-03-13_gpu-pong-noisy-net/events.out.tfevents.1510430593.gpu -------------------------------------------------------------------------------- /Chapter07/res/Nov11_22-50-56_gpu-pong-rainbow/events.out.tfevents.1510437056.gpu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/res/Nov11_22-50-56_gpu-pong-rainbow/events.out.tfevents.1510437056.gpu -------------------------------------------------------------------------------- /Chapter07/res/log-01_dqn_basic.py.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/res/log-01_dqn_basic.py.txt -------------------------------------------------------------------------------- /Chapter07/res/log-02_dqn_n_steps.py.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/res/log-02_dqn_n_steps.py.txt -------------------------------------------------------------------------------- /Chapter07/res/log-03_dqn_double.py.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/res/log-03_dqn_double.py.txt -------------------------------------------------------------------------------- /Chapter07/res/log-04_dqn_noisy_net.py.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/res/log-04_dqn_noisy_net.py.txt -------------------------------------------------------------------------------- /Chapter07/res/log-05_dqn_prio_replay.py.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/res/log-05_dqn_prio_replay.py.txt -------------------------------------------------------------------------------- /Chapter07/res/log-06_dqn_dueling.py.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/res/log-06_dqn_dueling.py.txt -------------------------------------------------------------------------------- /Chapter07/res/log-07_dqn_distrib.py.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/res/log-07_dqn_distrib.py.txt -------------------------------------------------------------------------------- /Chapter07/res/log-08_dqn_rainbow.py.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter07/res/log-08_dqn_rainbow.py.txt -------------------------------------------------------------------------------- /Chapter08/.gitignore: -------------------------------------------------------------------------------- 1 | *.csv 2 | saves 3 | res 4 | -------------------------------------------------------------------------------- /Chapter08/data/ch08-small-quotes.tgz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter08/data/ch08-small-quotes.tgz -------------------------------------------------------------------------------- /Chapter08/data/unpack_data.sh: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env bash 2 | tar xvf ch08-small-quotes.tgz 3 | -------------------------------------------------------------------------------- /Chapter08/lib/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Chapter08/lib/common.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter08/lib/common.py -------------------------------------------------------------------------------- /Chapter08/lib/data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter08/lib/data.py -------------------------------------------------------------------------------- /Chapter08/lib/environ.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter08/lib/environ.py -------------------------------------------------------------------------------- /Chapter08/lib/models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter08/lib/models.py -------------------------------------------------------------------------------- /Chapter08/lib/validation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter08/lib/validation.py -------------------------------------------------------------------------------- /Chapter08/run_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter08/run_model.py -------------------------------------------------------------------------------- /Chapter08/tests/test_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter08/tests/test_data.py -------------------------------------------------------------------------------- /Chapter08/tests/test_environ.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter08/tests/test_environ.py -------------------------------------------------------------------------------- /Chapter08/train_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter08/train_model.py -------------------------------------------------------------------------------- /Chapter08/train_model_conv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter08/train_model_conv.py -------------------------------------------------------------------------------- /Chapter09/01_cartpole_dqn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter09/01_cartpole_dqn.py -------------------------------------------------------------------------------- /Chapter09/02_cartpole_reinforce.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter09/02_cartpole_reinforce.py -------------------------------------------------------------------------------- /Chapter09/03_cartpole_reinforce_baseline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter09/03_cartpole_reinforce_baseline.py -------------------------------------------------------------------------------- /Chapter09/04_cartpole_pg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter09/04_cartpole_pg.py -------------------------------------------------------------------------------- /Chapter09/05_pong_pg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter09/05_pong_pg.py -------------------------------------------------------------------------------- /Chapter09/lib/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Chapter09/lib/common.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter09/lib/common.py -------------------------------------------------------------------------------- /Chapter09/res/Dec01_12-13-46_gpu-cartpole-dqn/events.out.tfevents.1512126826.gpu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter09/res/Dec01_12-13-46_gpu-cartpole-dqn/events.out.tfevents.1512126826.gpu -------------------------------------------------------------------------------- /Chapter09/res/Dec03_12-16-34_gpu-cartpole-reinforce-baseline/events.out.tfevents.1512299794.gpu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter09/res/Dec03_12-16-34_gpu-cartpole-reinforce-baseline/events.out.tfevents.1512299794.gpu -------------------------------------------------------------------------------- /Chapter09/res/Dec03_13-48-07_gpu-cartpole-reinforce/events.out.tfevents.1512305287.gpu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter09/res/Dec03_13-48-07_gpu-cartpole-reinforce/events.out.tfevents.1512305287.gpu -------------------------------------------------------------------------------- /Chapter09/res/Dec06_16-05-54_gpu-pong-pg-bad/events.out.tfevents.1512572754.gpu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter09/res/Dec06_16-05-54_gpu-pong-pg-bad/events.out.tfevents.1512572754.gpu -------------------------------------------------------------------------------- /Chapter10/.gitignore: -------------------------------------------------------------------------------- 1 | runs_arch 2 | -------------------------------------------------------------------------------- /Chapter10/01_cartpole_pg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter10/01_cartpole_pg.py -------------------------------------------------------------------------------- /Chapter10/02_pong_a2c.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter10/02_pong_a2c.py -------------------------------------------------------------------------------- /Chapter10/03_pong_a2c_rollouts.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter10/03_pong_a2c_rollouts.py -------------------------------------------------------------------------------- /Chapter10/04_pong_r2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter10/04_pong_r2.py -------------------------------------------------------------------------------- /Chapter10/lib/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Chapter10/lib/common.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter10/lib/common.py -------------------------------------------------------------------------------- /Chapter10/log.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter10/log.md -------------------------------------------------------------------------------- /Chapter10/tmp/00_pong_pg-loc-baseline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter10/tmp/00_pong_pg-loc-baseline.py -------------------------------------------------------------------------------- /Chapter10/tmp/00_pong_pg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter10/tmp/00_pong_pg.py -------------------------------------------------------------------------------- /Chapter11/.gitignore: -------------------------------------------------------------------------------- 1 | res 2 | -------------------------------------------------------------------------------- /Chapter11/01_a3c_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter11/01_a3c_data.py -------------------------------------------------------------------------------- /Chapter11/02_a3c_grad.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter11/02_a3c_grad.py -------------------------------------------------------------------------------- /Chapter11/adhoc/distr_grad.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter11/adhoc/distr_grad.py -------------------------------------------------------------------------------- /Chapter11/adhoc/distr_grad2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter11/adhoc/distr_grad2.py -------------------------------------------------------------------------------- /Chapter11/adhoc/sync_bench.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter11/adhoc/sync_bench.py -------------------------------------------------------------------------------- /Chapter11/lib/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Chapter11/lib/common.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter11/lib/common.py -------------------------------------------------------------------------------- /Chapter12/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter12/.gitignore -------------------------------------------------------------------------------- /Chapter12/cor_reader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter12/cor_reader.py -------------------------------------------------------------------------------- /Chapter12/data/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter12/data/.gitignore -------------------------------------------------------------------------------- /Chapter12/data/get_data.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter12/data/get_data.sh -------------------------------------------------------------------------------- /Chapter12/data_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter12/data_test.py -------------------------------------------------------------------------------- /Chapter12/libbots/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Chapter12/libbots/cornell.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter12/libbots/cornell.py -------------------------------------------------------------------------------- /Chapter12/libbots/data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter12/libbots/data.py -------------------------------------------------------------------------------- /Chapter12/libbots/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter12/libbots/model.py -------------------------------------------------------------------------------- /Chapter12/libbots/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter12/libbots/utils.py -------------------------------------------------------------------------------- /Chapter12/telergam_bot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter12/telergam_bot.py -------------------------------------------------------------------------------- /Chapter12/tests/test_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter12/tests/test_data.py -------------------------------------------------------------------------------- /Chapter12/tests/test_subtitles.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter12/tests/test_subtitles.py -------------------------------------------------------------------------------- /Chapter12/train_crossent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter12/train_crossent.py -------------------------------------------------------------------------------- /Chapter12/train_scst.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter12/train_scst.py -------------------------------------------------------------------------------- /Chapter12/use_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter12/use_model.py -------------------------------------------------------------------------------- /Chapter13/.gitignore: -------------------------------------------------------------------------------- 1 | saves 2 | data 3 | -------------------------------------------------------------------------------- /Chapter13/adhoc/demo_dump.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/adhoc/demo_dump.py -------------------------------------------------------------------------------- /Chapter13/adhoc/fbs_dump.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/adhoc/fbs_dump.py -------------------------------------------------------------------------------- /Chapter13/adhoc/fbs_join.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/adhoc/fbs_join.py -------------------------------------------------------------------------------- /Chapter13/adhoc/fbs_read.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/adhoc/fbs_read.py -------------------------------------------------------------------------------- /Chapter13/adhoc/start_docker.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/adhoc/start_docker.sh -------------------------------------------------------------------------------- /Chapter13/adhoc/start_docker_demo.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/adhoc/start_docker_demo.sh -------------------------------------------------------------------------------- /Chapter13/adhoc/wd_tests.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/adhoc/wd_tests.py -------------------------------------------------------------------------------- /Chapter13/adhoc/wob_clicks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/adhoc/wob_clicks.py -------------------------------------------------------------------------------- /Chapter13/adhoc/wob_create.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/adhoc/wob_create.py -------------------------------------------------------------------------------- /Chapter13/adhoc/wob_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/adhoc/wob_test.py -------------------------------------------------------------------------------- /Chapter13/demos/demo-CountSides.tar.gz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/demos/demo-CountSides.tar.gz -------------------------------------------------------------------------------- /Chapter13/demos/demo-TicTacToe.tgz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/demos/demo-TicTacToe.tgz -------------------------------------------------------------------------------- /Chapter13/environment.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/environment.yml -------------------------------------------------------------------------------- /Chapter13/ksy/fbs.ksy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/ksy/fbs.ksy -------------------------------------------------------------------------------- /Chapter13/ksy/rfp_client.ksy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/ksy/rfp_client.ksy -------------------------------------------------------------------------------- /Chapter13/ksy/rfp_server.ksy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/ksy/rfp_server.ksy -------------------------------------------------------------------------------- /Chapter13/lib/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Chapter13/lib/common.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/lib/common.py -------------------------------------------------------------------------------- /Chapter13/lib/ksy/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Chapter13/lib/ksy/fbs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/lib/ksy/fbs.py -------------------------------------------------------------------------------- /Chapter13/lib/ksy/rfp_client.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/lib/ksy/rfp_client.py -------------------------------------------------------------------------------- /Chapter13/lib/ksy/rfp_server.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/lib/ksy/rfp_server.py -------------------------------------------------------------------------------- /Chapter13/lib/model_vnc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/lib/model_vnc.py -------------------------------------------------------------------------------- /Chapter13/lib/vnc_demo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/lib/vnc_demo.py -------------------------------------------------------------------------------- /Chapter13/lib/wob_vnc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/lib/wob_vnc.py -------------------------------------------------------------------------------- /Chapter13/wob_click_mm_play.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/wob_click_mm_play.py -------------------------------------------------------------------------------- /Chapter13/wob_click_mm_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/wob_click_mm_train.py -------------------------------------------------------------------------------- /Chapter13/wob_click_play.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/wob_click_play.py -------------------------------------------------------------------------------- /Chapter13/wob_click_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/wob_click_train.py -------------------------------------------------------------------------------- /Chapter13/wob_fixes/01_wob_crash-fix.patch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/wob_fixes/01_wob_crash-fix.patch -------------------------------------------------------------------------------- /Chapter13/wob_fixes/02_reward_proxy_append_rewards.patch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/wob_fixes/02_reward_proxy_append_rewards.patch -------------------------------------------------------------------------------- /Chapter13/wob_fixes/autopatch.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/wob_fixes/autopatch.sh -------------------------------------------------------------------------------- /Chapter13/wob_fixes/readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter13/wob_fixes/readme.md -------------------------------------------------------------------------------- /Chapter14/.gitignore: -------------------------------------------------------------------------------- 1 | res 2 | -------------------------------------------------------------------------------- /Chapter14/01_check_env.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter14/01_check_env.py -------------------------------------------------------------------------------- /Chapter14/02_train_a2c.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter14/02_train_a2c.py -------------------------------------------------------------------------------- /Chapter14/03_play_a2c.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter14/03_play_a2c.py -------------------------------------------------------------------------------- /Chapter14/04_train_ddpg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter14/04_train_ddpg.py -------------------------------------------------------------------------------- /Chapter14/05_play_ddpg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter14/05_play_ddpg.py -------------------------------------------------------------------------------- /Chapter14/06_train_d4pg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter14/06_train_d4pg.py -------------------------------------------------------------------------------- /Chapter14/adhoc/record_a2c.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter14/adhoc/record_a2c.sh -------------------------------------------------------------------------------- /Chapter14/adhoc/record_ddpg.sh: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env bash 2 | xvfb-run -s "-screen 0 640x480x24 +extension GLX" ./05_play_ddpg.py -m $1 -r $2 3 | -------------------------------------------------------------------------------- /Chapter14/lib/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Chapter14/lib/common.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter14/lib/common.py -------------------------------------------------------------------------------- /Chapter14/lib/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter14/lib/model.py -------------------------------------------------------------------------------- /Chapter15/.gitignore: -------------------------------------------------------------------------------- 1 | res 2 | -------------------------------------------------------------------------------- /Chapter15/01_train_a2c.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter15/01_train_a2c.py -------------------------------------------------------------------------------- /Chapter15/02_play.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter15/02_play.py -------------------------------------------------------------------------------- /Chapter15/03_train_trpo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter15/03_train_trpo.py -------------------------------------------------------------------------------- /Chapter15/04_train_ppo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter15/04_train_ppo.py -------------------------------------------------------------------------------- /Chapter15/05_train_acktr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter15/05_train_acktr.py -------------------------------------------------------------------------------- /Chapter15/lib/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Chapter15/lib/common.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter15/lib/common.py -------------------------------------------------------------------------------- /Chapter15/lib/kfac.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter15/lib/kfac.py -------------------------------------------------------------------------------- /Chapter15/lib/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter15/lib/model.py -------------------------------------------------------------------------------- /Chapter15/lib/trpo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter15/lib/trpo.py -------------------------------------------------------------------------------- /Chapter16/.gitignore: -------------------------------------------------------------------------------- 1 | res 2 | -------------------------------------------------------------------------------- /Chapter16/01_cartpole_es.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter16/01_cartpole_es.py -------------------------------------------------------------------------------- /Chapter16/02_cheetah_es.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter16/02_cheetah_es.py -------------------------------------------------------------------------------- /Chapter16/03_cartpole_ga.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter16/03_cartpole_ga.py -------------------------------------------------------------------------------- /Chapter16/04_cheetah_ga.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter16/04_cheetah_ga.py -------------------------------------------------------------------------------- /Chapter16/05_cheetah_ga_batch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter16/05_cheetah_ga_batch.py -------------------------------------------------------------------------------- /Chapter16/not_converging/02_breakout_es.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter16/not_converging/02_breakout_es.py -------------------------------------------------------------------------------- /Chapter16/not_converging/02_hyper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter16/not_converging/02_hyper.py -------------------------------------------------------------------------------- /Chapter17/.gitignore: -------------------------------------------------------------------------------- 1 | res 2 | saves 3 | -------------------------------------------------------------------------------- /Chapter17/01_a2c.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter17/01_a2c.py -------------------------------------------------------------------------------- /Chapter17/02_imag.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter17/02_imag.py -------------------------------------------------------------------------------- /Chapter17/03_i2a.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter17/03_i2a.py -------------------------------------------------------------------------------- /Chapter17/lib/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Chapter17/lib/common.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter17/lib/common.py -------------------------------------------------------------------------------- /Chapter17/lib/i2a.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter17/lib/i2a.py -------------------------------------------------------------------------------- /Chapter17/play.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter17/play.py -------------------------------------------------------------------------------- /Chapter18/.gitignore: -------------------------------------------------------------------------------- 1 | res 2 | -------------------------------------------------------------------------------- /Chapter18/lib/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Chapter18/lib/game.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter18/lib/game.py -------------------------------------------------------------------------------- /Chapter18/lib/mcts.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter18/lib/mcts.py -------------------------------------------------------------------------------- /Chapter18/lib/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter18/lib/model.py -------------------------------------------------------------------------------- /Chapter18/play.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter18/play.py -------------------------------------------------------------------------------- /Chapter18/semi-final.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter18/semi-final.sh -------------------------------------------------------------------------------- /Chapter18/telegram-bot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter18/telegram-bot.py -------------------------------------------------------------------------------- /Chapter18/tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Chapter18/tests/test_game.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter18/tests/test_game.py -------------------------------------------------------------------------------- /Chapter18/tests/test_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter18/tests/test_model.py -------------------------------------------------------------------------------- /Chapter18/tournament/.ipynb_checkpoints/charts-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter18/tournament/.ipynb_checkpoints/charts-checkpoint.ipynb -------------------------------------------------------------------------------- /Chapter18/tournament/charts.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter18/tournament/charts.ipynb -------------------------------------------------------------------------------- /Chapter18/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/Chapter18/train.py -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/README.md -------------------------------------------------------------------------------- /download-roboschool.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/download-roboschool.sh -------------------------------------------------------------------------------- /formulas/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/.gitignore -------------------------------------------------------------------------------- /formulas/_template.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/_template.tex -------------------------------------------------------------------------------- /formulas/ch01.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch01.tex -------------------------------------------------------------------------------- /formulas/ch01/ch01-01.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch01/ch01-01.eps -------------------------------------------------------------------------------- /formulas/ch01/ch01-02.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch01/ch01-02.eps -------------------------------------------------------------------------------- /formulas/ch01/ch01-03.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch01/ch01-03.eps -------------------------------------------------------------------------------- /formulas/ch01/ch01.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch01/ch01.pdf -------------------------------------------------------------------------------- /formulas/ch04.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch04.tex -------------------------------------------------------------------------------- /formulas/ch04/ch04-01.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch04/ch04-01.eps -------------------------------------------------------------------------------- /formulas/ch04/ch04-02.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch04/ch04-02.eps -------------------------------------------------------------------------------- /formulas/ch04/ch04-03.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch04/ch04-03.eps -------------------------------------------------------------------------------- /formulas/ch04/ch04-04.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch04/ch04-04.eps -------------------------------------------------------------------------------- /formulas/ch04/ch04-05.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch04/ch04-05.eps -------------------------------------------------------------------------------- /formulas/ch04/ch04-06.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch04/ch04-06.eps -------------------------------------------------------------------------------- /formulas/ch04/ch04-07.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch04/ch04-07.eps -------------------------------------------------------------------------------- /formulas/ch04/ch04.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch04/ch04.pdf -------------------------------------------------------------------------------- /formulas/ch05.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05.tex -------------------------------------------------------------------------------- /formulas/ch05/ch05-001.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-001.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-002.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-002.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-003.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-003.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-004.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-004.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-005.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-005.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-006.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-006.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-007.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-007.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-008.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-008.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-009.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-009.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-010.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-010.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-011.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-011.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-012.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-012.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-013.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-013.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-014.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-014.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-015.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-015.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-016.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-016.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-017.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-017.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-018.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-018.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-019.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-019.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-020.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-020.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-021.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-021.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-022.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-022.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-023.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-023.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-024.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-024.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-025.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-025.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-026.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-026.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-027.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-027.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-028.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-028.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-029.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-029.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-030.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-030.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-031.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-031.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-032.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-032.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-033.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-033.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-034.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-034.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-035.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-035.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-036.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-036.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-037.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-037.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-038.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-038.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-039.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-039.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-040.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-040.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-041.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-041.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-042.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-042.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-043.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-043.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-044.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-044.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-045.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-045.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-046.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-046.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-047.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-047.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-048.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-048.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-049.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-049.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-050.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-050.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-051.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-051.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-052.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-052.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-053.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-053.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-054.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-054.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-055.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-055.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-056.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-056.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-057.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-057.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-058.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-058.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-059.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-059.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-060.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-060.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-061.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-061.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-062.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-062.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-063.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-063.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-064.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-064.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-065.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-065.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-066.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-066.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-067.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-067.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05-068.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05-068.eps -------------------------------------------------------------------------------- /formulas/ch05/ch05.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch05/ch05.pdf -------------------------------------------------------------------------------- /formulas/ch06.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch06.tex -------------------------------------------------------------------------------- /formulas/ch06/ch06-001.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch06/ch06-001.eps -------------------------------------------------------------------------------- /formulas/ch06/ch06-002.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch06/ch06-002.eps -------------------------------------------------------------------------------- /formulas/ch06/ch06-003.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch06/ch06-003.eps -------------------------------------------------------------------------------- /formulas/ch06/ch06-004.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch06/ch06-004.eps -------------------------------------------------------------------------------- /formulas/ch06/ch06-005.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch06/ch06-005.eps -------------------------------------------------------------------------------- /formulas/ch06/ch06-006.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch06/ch06-006.eps -------------------------------------------------------------------------------- /formulas/ch06/ch06-007.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch06/ch06-007.eps -------------------------------------------------------------------------------- /formulas/ch06/ch06-008.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch06/ch06-008.eps -------------------------------------------------------------------------------- /formulas/ch06/ch06-009.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch06/ch06-009.eps -------------------------------------------------------------------------------- /formulas/ch06/ch06-010.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch06/ch06-010.eps -------------------------------------------------------------------------------- /formulas/ch06/ch06-011.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch06/ch06-011.eps -------------------------------------------------------------------------------- /formulas/ch06/ch06-012.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch06/ch06-012.eps -------------------------------------------------------------------------------- /formulas/ch06/ch06-013.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch06/ch06-013.eps -------------------------------------------------------------------------------- /formulas/ch06/ch06-014.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch06/ch06-014.eps -------------------------------------------------------------------------------- /formulas/ch06/ch06-015.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch06/ch06-015.eps -------------------------------------------------------------------------------- /formulas/ch06/ch06.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch06/ch06.pdf -------------------------------------------------------------------------------- /formulas/ch07.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch07.tex -------------------------------------------------------------------------------- /formulas/ch07/ch07-001.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch07/ch07-001.eps -------------------------------------------------------------------------------- /formulas/ch07/ch07-002.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch07/ch07-002.eps -------------------------------------------------------------------------------- /formulas/ch07/ch07-003.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch07/ch07-003.eps -------------------------------------------------------------------------------- /formulas/ch07/ch07-004.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch07/ch07-004.eps -------------------------------------------------------------------------------- /formulas/ch07/ch07-005.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch07/ch07-005.eps -------------------------------------------------------------------------------- /formulas/ch07/ch07-006.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch07/ch07-006.eps -------------------------------------------------------------------------------- /formulas/ch07/ch07-007.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch07/ch07-007.eps -------------------------------------------------------------------------------- /formulas/ch07/ch07-008.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch07/ch07-008.eps -------------------------------------------------------------------------------- /formulas/ch07/ch07-009.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch07/ch07-009.eps -------------------------------------------------------------------------------- /formulas/ch07/ch07-010.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch07/ch07-010.eps -------------------------------------------------------------------------------- /formulas/ch07/ch07-011.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch07/ch07-011.eps -------------------------------------------------------------------------------- /formulas/ch07/ch07-012.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch07/ch07-012.eps -------------------------------------------------------------------------------- /formulas/ch07/ch07-013.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch07/ch07-013.eps -------------------------------------------------------------------------------- /formulas/ch07/ch07.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch07/ch07.pdf -------------------------------------------------------------------------------- /formulas/ch09.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch09.tex -------------------------------------------------------------------------------- /formulas/ch09/ch09-001.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch09/ch09-001.eps -------------------------------------------------------------------------------- /formulas/ch09/ch09-002.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch09/ch09-002.eps -------------------------------------------------------------------------------- /formulas/ch09/ch09-003.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch09/ch09-003.eps -------------------------------------------------------------------------------- /formulas/ch09/ch09-004.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch09/ch09-004.eps -------------------------------------------------------------------------------- /formulas/ch09/ch09-005.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch09/ch09-005.eps -------------------------------------------------------------------------------- /formulas/ch09/ch09-006.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch09/ch09-006.eps -------------------------------------------------------------------------------- /formulas/ch09/ch09-007.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch09/ch09-007.eps -------------------------------------------------------------------------------- /formulas/ch09/ch09-008.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch09/ch09-008.eps -------------------------------------------------------------------------------- /formulas/ch09/ch09-009.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch09/ch09-009.eps -------------------------------------------------------------------------------- /formulas/ch09/ch09-010.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch09/ch09-010.eps -------------------------------------------------------------------------------- /formulas/ch09/ch09.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch09/ch09.pdf -------------------------------------------------------------------------------- /formulas/ch10.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch10.tex -------------------------------------------------------------------------------- /formulas/ch10/ch10-001.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch10/ch10-001.eps -------------------------------------------------------------------------------- /formulas/ch10/ch10-002.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch10/ch10-002.eps -------------------------------------------------------------------------------- /formulas/ch10/ch10-003.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch10/ch10-003.eps -------------------------------------------------------------------------------- /formulas/ch10/ch10-004.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch10/ch10-004.eps -------------------------------------------------------------------------------- /formulas/ch10/ch10-005.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch10/ch10-005.eps -------------------------------------------------------------------------------- /formulas/ch10/ch10-006.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch10/ch10-006.eps -------------------------------------------------------------------------------- /formulas/ch10/ch10-007.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch10/ch10-007.eps -------------------------------------------------------------------------------- /formulas/ch10/ch10-008.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch10/ch10-008.eps -------------------------------------------------------------------------------- /formulas/ch10/ch10-009.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch10/ch10-009.eps -------------------------------------------------------------------------------- /formulas/ch10/ch10-010.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch10/ch10-010.eps -------------------------------------------------------------------------------- /formulas/ch10/ch10-011.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch10/ch10-011.eps -------------------------------------------------------------------------------- /formulas/ch10/ch10-012.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch10/ch10-012.eps -------------------------------------------------------------------------------- /formulas/ch10/ch10-013.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch10/ch10-013.eps -------------------------------------------------------------------------------- /formulas/ch10/ch10-014.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch10/ch10-014.eps -------------------------------------------------------------------------------- /formulas/ch10/ch10-015.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch10/ch10-015.eps -------------------------------------------------------------------------------- /formulas/ch10/ch10.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch10/ch10.pdf -------------------------------------------------------------------------------- /formulas/ch12.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch12.tex -------------------------------------------------------------------------------- /formulas/ch12/ch12-001.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch12/ch12-001.eps -------------------------------------------------------------------------------- /formulas/ch12/ch12-002.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch12/ch12-002.eps -------------------------------------------------------------------------------- /formulas/ch12/ch12-003.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch12/ch12-003.eps -------------------------------------------------------------------------------- /formulas/ch12/ch12-004.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch12/ch12-004.eps -------------------------------------------------------------------------------- /formulas/ch12/ch12-005.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch12/ch12-005.eps -------------------------------------------------------------------------------- /formulas/ch12/ch12.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch12/ch12.pdf -------------------------------------------------------------------------------- /formulas/ch14.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14.tex -------------------------------------------------------------------------------- /formulas/ch14/ch14-001.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14-001.eps -------------------------------------------------------------------------------- /formulas/ch14/ch14-002.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14-002.eps -------------------------------------------------------------------------------- /formulas/ch14/ch14-003.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14-003.eps -------------------------------------------------------------------------------- /formulas/ch14/ch14-004.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14-004.eps -------------------------------------------------------------------------------- /formulas/ch14/ch14-005.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14-005.eps -------------------------------------------------------------------------------- /formulas/ch14/ch14-006.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14-006.eps -------------------------------------------------------------------------------- /formulas/ch14/ch14-007.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14-007.eps -------------------------------------------------------------------------------- /formulas/ch14/ch14-008.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14-008.eps -------------------------------------------------------------------------------- /formulas/ch14/ch14-009.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14-009.eps -------------------------------------------------------------------------------- /formulas/ch14/ch14-010.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14-010.eps -------------------------------------------------------------------------------- /formulas/ch14/ch14-011.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14-011.eps -------------------------------------------------------------------------------- /formulas/ch14/ch14-012.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14-012.eps -------------------------------------------------------------------------------- /formulas/ch14/ch14-013.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14-013.eps -------------------------------------------------------------------------------- /formulas/ch14/ch14-014.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14-014.eps -------------------------------------------------------------------------------- /formulas/ch14/ch14-015.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14-015.eps -------------------------------------------------------------------------------- /formulas/ch14/ch14-016.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14-016.eps -------------------------------------------------------------------------------- /formulas/ch14/ch14-017.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14-017.eps -------------------------------------------------------------------------------- /formulas/ch14/ch14-018.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14-018.eps -------------------------------------------------------------------------------- /formulas/ch14/ch14-019.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14-019.eps -------------------------------------------------------------------------------- /formulas/ch14/ch14-020.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14-020.eps -------------------------------------------------------------------------------- /formulas/ch14/ch14-021.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14-021.eps -------------------------------------------------------------------------------- /formulas/ch14/ch14-022.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14-022.eps -------------------------------------------------------------------------------- /formulas/ch14/ch14-023.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14-023.eps -------------------------------------------------------------------------------- /formulas/ch14/ch14-024.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14-024.eps -------------------------------------------------------------------------------- /formulas/ch14/ch14.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch14/ch14.pdf -------------------------------------------------------------------------------- /formulas/ch15.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch15.tex -------------------------------------------------------------------------------- /formulas/ch15/ch15-001.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch15/ch15-001.eps -------------------------------------------------------------------------------- /formulas/ch15/ch15-002.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch15/ch15-002.eps -------------------------------------------------------------------------------- /formulas/ch15/ch15-003.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch15/ch15-003.eps -------------------------------------------------------------------------------- /formulas/ch15/ch15-004.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch15/ch15-004.eps -------------------------------------------------------------------------------- /formulas/ch15/ch15-005.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch15/ch15-005.eps -------------------------------------------------------------------------------- /formulas/ch15/ch15-006.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch15/ch15-006.eps -------------------------------------------------------------------------------- /formulas/ch15/ch15-007.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch15/ch15-007.eps -------------------------------------------------------------------------------- /formulas/ch15/ch15-008.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch15/ch15-008.eps -------------------------------------------------------------------------------- /formulas/ch15/ch15-009.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch15/ch15-009.eps -------------------------------------------------------------------------------- /formulas/ch15/ch15-010.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch15/ch15-010.eps -------------------------------------------------------------------------------- /formulas/ch15/ch15-011.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch15/ch15-011.eps -------------------------------------------------------------------------------- /formulas/ch15/ch15-012.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch15/ch15-012.eps -------------------------------------------------------------------------------- /formulas/ch15/ch15-013.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch15/ch15-013.eps -------------------------------------------------------------------------------- /formulas/ch15/ch15-014.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch15/ch15-014.eps -------------------------------------------------------------------------------- /formulas/ch15/ch15-015.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch15/ch15-015.eps -------------------------------------------------------------------------------- /formulas/ch15/ch15-016.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch15/ch15-016.eps -------------------------------------------------------------------------------- /formulas/ch15/ch15-017.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch15/ch15-017.eps -------------------------------------------------------------------------------- /formulas/ch15/ch15-018.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch15/ch15-018.eps -------------------------------------------------------------------------------- /formulas/ch15/ch15-019.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch15/ch15-019.eps -------------------------------------------------------------------------------- /formulas/ch15/ch15-020.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch15/ch15-020.eps -------------------------------------------------------------------------------- /formulas/ch15/ch15.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch15/ch15.pdf -------------------------------------------------------------------------------- /formulas/ch16.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch16.tex -------------------------------------------------------------------------------- /formulas/ch16/ch16-001.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch16/ch16-001.eps -------------------------------------------------------------------------------- /formulas/ch16/ch16-002.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch16/ch16-002.eps -------------------------------------------------------------------------------- /formulas/ch16/ch16-003.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch16/ch16-003.eps -------------------------------------------------------------------------------- /formulas/ch16/ch16-004.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch16/ch16-004.eps -------------------------------------------------------------------------------- /formulas/ch16/ch16-005.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch16/ch16-005.eps -------------------------------------------------------------------------------- /formulas/ch16/ch16-006.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch16/ch16-006.eps -------------------------------------------------------------------------------- /formulas/ch16/ch16-007.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch16/ch16-007.eps -------------------------------------------------------------------------------- /formulas/ch16/ch16-008.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch16/ch16-008.eps -------------------------------------------------------------------------------- /formulas/ch16/ch16-009.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch16/ch16-009.eps -------------------------------------------------------------------------------- /formulas/ch16/ch16-010.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch16/ch16-010.eps -------------------------------------------------------------------------------- /formulas/ch16/ch16-011.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch16/ch16-011.eps -------------------------------------------------------------------------------- /formulas/ch16/ch16-012.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch16/ch16-012.eps -------------------------------------------------------------------------------- /formulas/ch16/ch16-013.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch16/ch16-013.eps -------------------------------------------------------------------------------- /formulas/ch16/ch16-014.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch16/ch16-014.eps -------------------------------------------------------------------------------- /formulas/ch16/ch16-015.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch16/ch16-015.eps -------------------------------------------------------------------------------- /formulas/ch16/ch16-016.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch16/ch16-016.eps -------------------------------------------------------------------------------- /formulas/ch16/ch16-017.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch16/ch16-017.eps -------------------------------------------------------------------------------- /formulas/ch16/ch16-018.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch16/ch16-018.eps -------------------------------------------------------------------------------- /formulas/ch16/ch16-019.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch16/ch16-019.eps -------------------------------------------------------------------------------- /formulas/ch16/ch16-020.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch16/ch16-020.eps -------------------------------------------------------------------------------- /formulas/ch16/ch16-021.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch16/ch16-021.eps -------------------------------------------------------------------------------- /formulas/ch16/ch16-022.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch16/ch16-022.eps -------------------------------------------------------------------------------- /formulas/ch16/ch16.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch16/ch16.pdf -------------------------------------------------------------------------------- /formulas/ch18.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch18.tex -------------------------------------------------------------------------------- /formulas/ch18/ch18-001.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch18/ch18-001.eps -------------------------------------------------------------------------------- /formulas/ch18/ch18-002.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch18/ch18-002.eps -------------------------------------------------------------------------------- /formulas/ch18/ch18-003.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch18/ch18-003.eps -------------------------------------------------------------------------------- /formulas/ch18/ch18-004.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch18/ch18-004.eps -------------------------------------------------------------------------------- /formulas/ch18/ch18-005.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch18/ch18-005.eps -------------------------------------------------------------------------------- /formulas/ch18/ch18-006.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch18/ch18-006.eps -------------------------------------------------------------------------------- /formulas/ch18/ch18-007.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch18/ch18-007.eps -------------------------------------------------------------------------------- /formulas/ch18/ch18-008.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch18/ch18-008.eps -------------------------------------------------------------------------------- /formulas/ch18/ch18-009.eps: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch18/ch18-009.eps -------------------------------------------------------------------------------- /formulas/ch18/ch18.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/ch18/ch18.pdf -------------------------------------------------------------------------------- /formulas/clean.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/clean.sh -------------------------------------------------------------------------------- /formulas/make.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/formulas/make.sh -------------------------------------------------------------------------------- /install-roboschool.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/install-roboschool.sh -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On/HEAD/requirements.txt --------------------------------------------------------------------------------