wassname/DeepRL

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Shangtong Zhang b55e190512 N-Step Q-Learning and One-Step Sarsa

2017-05-11 23:50:41 -06:00

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DeepRL

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.

Try it out from main.py!