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Mate-in-Two (Qwen + RL Chess Puzzle Solver)

Instructions

  • Setup Stockfish
    • Download link
    • On Mac, allow app in Systems Settings -> Privacy & Security
    • Set STOCKFISH_PATH environment variable to the Stockfish executable

Ablations

  • From TinyZero
  • Effect of curriculum training
    • Increasing elo vs. random ordering
  • Board representation
    • FEN vs. piece-list vs. ascii
    • Qwen VL/2.5-VL + image of board (?)
  • Reward shaping
    • Binary 0/1 vs. Stockfish score delta (centipawns)

About

(WIP) llm self-verification and search for simple chess puzzles

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