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Tensorflow framework for deep reinforcement learning

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DEEP REINFORCEMENT LEARNING tensorflow framework

  1. contains implemention of dueling network with double q network Hado van Hasselt, Arthur Guez, David Silver, "Deep Reinforcement Learning with Double Q-learning"
  2. Easy to implement deeprl models
  3. trainer class

Implementation

  1. Actor Critic DDPG
  2. Q value
  3. Double Q value
  4. Simple Policy gradient

Requirements

1. Tensorflow
2. tqdm
3. gym
4. scipy or opencv (python)  
5. Easydict