Tianshou

History

This PR aims to provide the script of Atari DQN setting:
- A speedrun of PongNoFrameskip-v4 (finished, about half an hour in i7-8750 + GTX1060 with 1M environment steps)
- A general script for all atari game
Since we use multiple env for simulation, the result is slightly different from the original paper, but consider to be acceptable.

It also adds another parameter save_only_last_obs for replay buffer in order to save the memory.

Co-authored-by: Trinkle23897 <463003665@qq.com>

2020-08-30 05:48:09 +08:00

Breakout_rew.png

DQN Atari examples (#187 )

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Enduro_rew.png

DQN Atari examples (#187 )

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MsPacman_rew.png

DQN Atari examples (#187 )

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Pong_rew.png

DQN Atari examples (#187 )

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Qbert_rew.png

DQN Atari examples (#187 )

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Seaquest_rew.png

DQN Atari examples (#187 )

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SpaceInvader_rew.png

DQN Atari examples (#187 )

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