Deep-Q-Learning

by fg91

Tensorflow implementation of Deepminds dqn with double dueling networks

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Double Deep Q-Learning with Dueling Network Architecture

You find detailed explanations on the functional and underlying priciples of DQN in the notebook DQN.ipynb and the corresponding blogpost.

Requirements

  • tensorflow-gpu
  • gym
  • gymatari
  • imageio
  • scikit-image

Try it yourself:

If you want to test the trained network, simply run the notebook DQN.ipynb.

If you want to train the network yourself, set TRAIN = True in the first cell of DQN.ipynb and run the notebook.

Have fun : )

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