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N-Step Q-Learning and One-Step Sarsa

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Shangtong Zhang
2017-05-11 23:50:41 -06:00
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README.md
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> Highly modularized implementation of popular deep RL algorithms powered by PyTorch
* Deep Q-Learning
* Asynchronous One-Step Q-Learning
* Asynchronous One-Step Sarsa
* Asynchronous N-Step Q-Learning
>Benchmarked by classical control tasks (CartPole, LunarLander). Atari games will make it difficult to replicate in a regular laptop without a good GPU. However it's fairly easy to adapt the components to fit Atari games.