Deep Q-Learning Network in pytorch
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README.md

pytoch-dqn

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

Credit

This project reuses most of the code in https://github.com/berkeleydeeprlcourse/homework/tree/master/hw3

Requirements

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

Usage

To train a model:

$ python main.py

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

$ python ram.py

The model is defined in dqn_model.py

The algorithm is defined in dqn_learn.py

The running script and hyper-parameters are defined in main.py