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Keras NN trained by minimax to play Boxes & Dots

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lukemun/DotsBoxesAI

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ShallowBlue - AI for Boxes Dots, Inspired by AlphaGo

This AI was made using Keras, TensorFlow backend, a neural network (24 -> 400 -> 24), and the minimax algorithm.

Sucessfuly beat my parents in a best of three games!!

83% accuracy emulating a minimax of depth 5.

To play (must have Keras & Tensorflow):

  • git clone [email protected]:lmunro0402/KerasAIBoxesDots.git
  • python3 Game.py
  • Follow instructions, see move_diagram.txt for how to format moves

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Keras NN trained by minimax to play Boxes & Dots

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