├── .gitignore ├── Image Processing - Atari Environment.ipynb ├── LICENSE ├── README.md ├── black_box └── cem.py ├── policy_gradients └── vpg.py └── q_learning ├── README.md ├── agents.py ├── atari_play.py ├── atari_train.py ├── envs.py ├── memory.py ├── models.py ├── stats.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- 1 | .ipynb_checkpoints 2 | *.pyc 3 | duel-ddqn-pong 4 | -------------------------------------------------------------------------------- /Image Processing - Atari Environment.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/domluna/deep-rl-gym-tutorials/HEAD/Image Processing - Atari Environment.ipynb -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/domluna/deep-rl-gym-tutorials/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/domluna/deep-rl-gym-tutorials/HEAD/README.md -------------------------------------------------------------------------------- /black_box/cem.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/domluna/deep-rl-gym-tutorials/HEAD/black_box/cem.py -------------------------------------------------------------------------------- /policy_gradients/vpg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/domluna/deep-rl-gym-tutorials/HEAD/policy_gradients/vpg.py -------------------------------------------------------------------------------- /q_learning/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/domluna/deep-rl-gym-tutorials/HEAD/q_learning/README.md -------------------------------------------------------------------------------- /q_learning/agents.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/domluna/deep-rl-gym-tutorials/HEAD/q_learning/agents.py -------------------------------------------------------------------------------- /q_learning/atari_play.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/domluna/deep-rl-gym-tutorials/HEAD/q_learning/atari_play.py -------------------------------------------------------------------------------- /q_learning/atari_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/domluna/deep-rl-gym-tutorials/HEAD/q_learning/atari_train.py -------------------------------------------------------------------------------- /q_learning/envs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/domluna/deep-rl-gym-tutorials/HEAD/q_learning/envs.py -------------------------------------------------------------------------------- /q_learning/memory.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/domluna/deep-rl-gym-tutorials/HEAD/q_learning/memory.py -------------------------------------------------------------------------------- /q_learning/models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/domluna/deep-rl-gym-tutorials/HEAD/q_learning/models.py -------------------------------------------------------------------------------- /q_learning/stats.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /q_learning/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/domluna/deep-rl-gym-tutorials/HEAD/q_learning/utils.py --------------------------------------------------------------------------------