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Chess AI & Annotater

Structure

model

  • input : Chess board state & Player move
  • output : Annotation of that move

Learning

  • chess board state : FEN (Forsyth-Edwards notation)
  • player move : SAN (Standard Algebraic Notation)
  • annotation : Word2Vec (with Term Frequency – Inverse Document Frequency analysis)
  • annotation data from chess notation sites (gameknot.com, gambitchess.com, angelfire.com)
  • loss : MSE of annotation vector
  • network : 3FC / 1CV + 2FC / 2CV + 1FC (fully connected and convolutional)

Result

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