├── LICENSE ├── README.md ├── assignment1 ├── .DS_Store ├── Makefile ├── collect_submission.sh ├── lake_envs.py ├── lake_envs.pyc ├── log ├── model-based.jpg ├── model-free.jpg ├── model_based_learning.py ├── model_free_learning.py ├── requirements.txt └── vi_and_pi.py ├── assignment2 ├── .gitignore ├── Makefile ├── README.md ├── collect_submission.sh ├── configs │ ├── __init__.py │ ├── __init__.pyc │ ├── frozen_lake.py │ ├── q2_linear.py │ ├── q2_linear.pyc │ ├── q3_nature.py │ ├── q3_nature.pyc │ ├── q4_train_atari_linear.py │ ├── q5_train_atari_nature.py │ ├── q6_bonus_question.py │ └── test.py ├── core │ ├── __init__.py │ ├── __init__.pyc │ ├── deep_q_learning.py │ ├── deep_q_learning.pyc │ ├── q_learning.py │ └── q_learning.pyc ├── q1_schedule.py ├── q1_schedule.pyc ├── q2_linear.py ├── q2_linear.pyc ├── q3_nature.py ├── q4_train_atari_linear.py ├── q5_train_atari_nature.py ├── q6_double_q_learning.py ├── q6_dueling.py ├── requirements.txt ├── results │ ├── q2_linear │ │ ├── events.out.tfevents.1511874609.zengliang-PU551LD │ │ ├── log.txt │ │ ├── model.weights │ │ │ ├── .data-00000-of-00001 │ │ │ ├── .index │ │ │ ├── .meta │ │ │ └── checkpoint │ │ └── scores.png │ ├── q3_nature │ │ ├── events.out.tfevents.1511876195.zengliang-PU551LD │ │ ├── log.txt │ │ ├── model.weights │ │ │ ├── .index │ │ │ ├── .meta │ │ │ └── checkpoint │ │ └── scores.png │ ├── q4_train_atari_linear │ │ ├── log.txt │ │ ├── model.weights │ │ │ ├── .data-00000-of-00001 │ │ │ ├── .index │ │ │ ├── .meta │ │ │ └── checkpoint │ │ ├── monitor │ │ │ ├── openaigym.episode_batch.0.2799.stats.json │ │ │ ├── openaigym.episode_batch.0.3758.stats.json │ │ │ ├── openaigym.episode_batch.0.5469.stats.json │ │ │ ├── openaigym.manifest.0.2799.manifest.json │ │ │ ├── openaigym.manifest.0.3758.manifest.json │ │ │ ├── openaigym.manifest.0.5469.manifest.json │ │ │ ├── openaigym.video.0.2799.video000000.meta.json │ │ │ ├── openaigym.video.0.2799.video000000.mp4 │ │ │ ├── openaigym.video.0.3758.video000000.meta.json │ │ │ ├── openaigym.video.0.3758.video000000.mp4 │ │ │ ├── openaigym.video.0.5469.video000000.meta.json │ │ │ └── openaigym.video.0.5469.video000000.mp4 │ │ └── scores.png │ ├── q5_scores.png │ ├── q6_double_scores.png │ └── q6_duel_scores.png └── utils │ ├── __init__.py │ ├── __init__.pyc │ ├── general.py │ ├── general.pyc │ ├── preprocess.py │ ├── preprocess.pyc │ ├── replay_buffer.py │ ├── replay_buffer.pyc │ ├── test_env.py │ ├── test_env.pyc │ ├── viewer.py │ ├── viewer.pyc │ ├── wrappers.py │ └── wrappers.pyc └── assignment3 ├── discrete_env.py ├── discrete_env.pyc ├── frozen_lake.py ├── frozen_lake.pyc ├── q-learning.jpg ├── q1.py ├── q2.py ├── q3.py ├── r-max+e_greedy.jpg ├── r-max.jpg ├── requirements.txt ├── utils.py └── utils.pyc /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zlpure/CS234/HEAD/LICENSE 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