/mediocre_chess_ai

A deep neural network chess AI

Primary LanguageJupyter NotebookApache License 2.0Apache-2.0

Mediocre Neural Network Chess AI

Building a chess engine using neural networks and nbdev :)

Building it from the ground up and as code along with George Hotz and his twitchchess see: https://youtu.be/RFaFmkCEGEs

TODOs

  • Establish nbdev
  • Build dataset and generate data.
  • Establish a neural network
  • Roll out search beyond 1 move
  • Train on more data
  • [] Add RL self learning support

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Implementation

It is a simple look ahead neural network value function. The trained net is in nets/value.pth. It takes in a serialized board and outputs a range from -1 to 1. -1 mean black wins, 1 means white wins, 0 is a draw.