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Deep Q-learning for playing tetris game

Deep Q-learning for playing tetris game

Deep Q-learning for playing Tetris

Here is my python source code for training an agent to play Tetris. It could be seen as a very basic example of Reinforcement Learning's application.

tetris

How to use my code

With my code, you can:

  • Train your model from scratch by running python train.py
  • Test your trained model by running python test.py

Trained models

You could find my trained model at trained_models/tetris

Requirements

  • python 3.6
  • PIL
  • cv2
  • pytorch
  • numpy
  • matplotlib

GitHub

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