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Deep Q-Learning Network in pytorch (not actively maintained)
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Latest commit 1ffda6f Mar 19, 2017


This project is pytorch implementation of Human-level control through deep reinforcement learning and I also plan to implement the following ones:


This project reuses most of the code in


  • python 3.5
  • gym (built from source)
  • pytorch (built from source)


To train a model:

$ python

# To train the model using ram not raw images, helpful for testing

$ python

The model is defined in

The algorithm is defined in

The running script and hyper-parameters are defined in

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