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Deep Reinforcement Learning Using Keras and OpenAI Gym
- fitzwatermellow 10y agoIt's interesting that the unintended constraint of most folks running these environments on their home commodity laptops instead of a bank of Tesla GPUs may prove extremely beneficial!
- chris_va 10y agoHighlights: 1) No GPUs necessary, gives similar/better results in similar time (see http://arxiv.org/pdf/1602.01783v1.pdf http://arxiv.org/pdf/1602.01783v1.pdf) 2) 1-step Q (according to paper, maybe could do better with actor-critic + 1 LSTM layer) 3) Keras is really only used for a tiny fraction of the code. Which means that there is a lot of boilerplate that could be rolled up into a shared library still.