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AlphaTetris

Tetrix Game with Artificial Intelligence(AI)

Features

  • Reinforcement learning

Dependencies

  • Python 3+
  • PyQt5
  • h5py
  • Keras, tensorflow(Recommend), Theano(Optional)
  • matplotlib
  • numpy
  • scikit

Status

Working on it...

How to use

  • Watch naive AI to play game (Based on customed rules)

      cd alphatetris
      python alphatetris.py --playnaiveai --verbose
    
  • Re-train AI model to play game (Coming soon)

Extra

It's not game for human, but for the computers. It's an competence among different type of artificial intelligences, which contain human expert system, deep search, Monte Carlo sampling, evolutionary algorithm, linear regression, support vector machine, recommend system, neural network, deep learning. Which will be the last winner? Let's explore the answers!

E-mail

longyang_123@yeah.net
You're most welcome to contact with me to discuss any details about this project

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Tetris Game with AI

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  • Python 100.0%