MiniZero Stochastic

MiniZero Stochastic is a development branch of MiniZero for Stochastic AlphaZero and Stochastic MuZero, which will soon be integrated into the main MiniZero repository.

If you use MiniZero Stochastic for research, please consider citing our paper as follows:

@article{wu2024minizero,
  title={MiniZero: Comparative Analysis of AlphaZero and MuZero on Go, Othello, and Atari Games},
  author={Wu, Ti-Rong and Guei, Hung and Peng, Pei-Chiun and Huang, Po-Wei and Wei, Ting Han and Shih, Chung-Chin and Tsai, Yun-Jui},
  journal={IEEE Transactions on Games},
  year={2024},
  publisher={IEEE}
}

Usage

This project only supports environments derived from StochasticEnv, such as 2048 and Tetris Block Puzzle.

Please refer to the MiniZero README for detailed usage.

References

• Planning in Stochastic Environments with a Learned Model (Stochastic AlphaZero and Stochastic MuZero)
• MiniZero