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Pixel atari games with DQN

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Shangtong Zhang
2017-05-20 22:09:18 -06:00
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* Asynchronous N-Step Q-Learning
* Asynchronous Advantage Actor Critic (A3C)
>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.
>Tested with both classical control tasks (CartPole, LunarLander) and Atari games.
>Try it out from ```main.py```!