├── README.md ├── code ├── 1.dqn.ipynb ├── 2.double dqn.ipynb ├── 3.dueling dqn.ipynb ├── 4.prioritized dqn.ipynb ├── 5.noisy dqn.ipynb ├── 6.categorical dqn.ipynb ├── 7.rainbow dqn.ipynb ├── README.md ├── common │ ├── __init__.py │ ├── layers.py │ ├── replay_buffer.py │ └── wrappers.py ├── play_rainbow_dqn_CartPole-v1.py ├── play_rainbow_dqn_PongNoFrameskip-v4.py ├── pytorch0.4.1 │ ├── 4.prioritized dqn.ipynb │ └── 5.noisy dqn.ipynb ├── save_gif │ ├── CartPole-v1_RainbowDQN_10.gif │ └── PongNoFrameskip-v4_RainbowDQN_3.gif └── save_model │ ├── 27586-CartPole-v1_RainbowDQN.pkl │ └── 999398-PongNoFrameskip-v4_RainbowDQN.pkl └── slide ├── pt1_dqn_double_duel.pdf ├── pt2_per_noisynet.pdf ├── pt3_C51_distributional.pdf ├── pt4_rainbow.pdf └── template.pptx /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hongdam/pycon2018-RL_Adventure/HEAD/README.md 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