/policy-space-diversity-psro

Primary LanguagePython

Policy Space Diversity for Non-Transitive Games

Implementation for Policy Space Diversity for Non-Transitive Games.

To start

Install the environment.

Run the following command to install other requirements

pip install -r requirements.txt

Running

To run AlphaStar888

python alphastar_train.py

To run NMM

python NMM_train.py

For poker, see poker/exp.sh

Citation

@inproceedings{yao2023policy,
  title={Policy Space Diversity for Non-Transitive Games},
  author={Yao, Jian and Liu, Weiming and Fu, Haobo and Yang, Yaodong and McAleer, Stephen Marcus and FU, QIANG and Wei, Yang},
  booktitle={Thirty-seventh Conference on Neural Information Processing Systems},
  year={2023}
}

Finally, thanks for the codes from https://github.com/diversepsro/diverse_psro and https://github.com/sjtu-marl/bd_rd_psro