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Deep Q-learning with TensorFlow

TensorFlow implementation of Deep Reinforcement Learning papers based on deep Q-learning (DQN).


Implemented Papers:

[1] Human-Level Control through Deep Reinforcement Learning
[2] Deep Reinforcement Learning with Double Q-learning
[3] Prioritized Experience Replay
[4] Dueling Network Architectures for Deep Reinforcement Learning


To Do:

  • update to tensorflow 1.+
  • add experimental results

Requirements:


Author:

Mahmoud I.Zidan @ZidanMusk


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