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
- gym[atari] (make sure it is version 0.10.5 or higher/has BreakoutDeterministic-v4)
- 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 : )