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AlphaZero Resources

2018

Games from the 2018 Science paper A General Reinforcement Learning Algorithm that Masters Chess, Shogi and Go through Self-Play

Chess

  • Top 20 AlphaZero-Stockfish games chosen by Grandmaster Matthew Sadler (.zip file).
  • 110 AlphaZero-Stockfish games, starting from the initial board position (.zip file).
  • 100 AlphaZero-Stockfish games, starting from 2016 TCEC world championship opening positions (.zip file).

Shogi

  • Top 10 AlphaZero-Elmo games chosen by shogi Master Yoshiharu Habu (.zip file).
  • 100 AlphaZero-Elmo games (.zip file).

2017

Games from the 2017 arXiv paper Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

All Games

  • AlphaZero Stockfish Game Archive (.zip file)

Individual Games

  • AlphaZero-Stockfish Game 54 (.pgn file)
  • AlphaZero-Stockfish Game 57 (.pgn file)
  • AlphaZero-Stockfish Game 61 (.pgn file)
  • AlphaZero-Stockfish Game 65 (.pgn file)
  • AlphaZero-Stockfish Game 69 (.pgn file)
  • AlphaZero-Stockfish Game 80 (.pgn file)
  • AlphaZero-Stockfish Game 92 (.pgn file)
  • AlphaZero-Stockfish Game 99 (.pgn file)
  • Stockfish-AlphaZero Game 21 (.pgn file)
  • Stockfish-AlphaZero Game 40 (.pgn file)

OpenSource

07 Dec 2018

Further reading

Open Source

Code

DQN

Source code of DQN 3.0, a Lua-based deep reinforcement learning...

Open Source

Code

dm_control

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