PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration

Pengyi Li, Hongyao Tang, Tianpei Yang, Xiaotian Hao, Tong Sang, Yan Zheng, Jianye Hao, Matthew E. Taylor, Wenyuan Tao, Zhen Wang. PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 12979-12997, PMLR, 2022. [doi]

@inproceedings{LiTYHSZHTTW22,
  title = {PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration},
  author = {Pengyi Li and Hongyao Tang and Tianpei Yang and Xiaotian Hao and Tong Sang and Yan Zheng and Jianye Hao and Matthew E. Taylor and Wenyuan Tao and Zhen Wang},
  year = {2022},
  url = {https://proceedings.mlr.press/v162/li22s.html},
  researchr = {https://researchr.org/publication/LiTYHSZHTTW22},
  cites = {0},
  citedby = {0},
  pages = {12979-12997},
  booktitle = {International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA},
  editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesvári and Gang Niu 0001 and Sivan Sabato},
  volume = {162},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}