Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Kun Shao

Cooperative Multi-Agent Transfer Learning with Level-Adaptive Credit Assignment


Jun 03, 2021
Tianze Zhou, Fubiao Zhang, Kun Shao, Kai Li, Wenhan Huang, Jun Luo, Weixun Wang, Yaodong Yang, Hangyu Mao, Bin Wang, Dong Li, Wulong Liu, Jianye Hao

* 12 pages, 9 figures 

  Access Paper or Ask Questions

SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving


Nov 01, 2020
Ming Zhou, Jun Luo, Julian Villella, Yaodong Yang, David Rusu, Jiayu Miao, Weinan Zhang, Montgomery Alban, Iman Fadakar, Zheng Chen, Aurora Chongxi Huang, Ying Wen, Kimia Hassanzadeh, Daniel Graves, Dong Chen, Zhengbang Zhu, Nhat Nguyen, Mohamed Elsayed, Kun Shao, Sanjeevan Ahilan, Baokuan Zhang, Jiannan Wu, Zhengang Fu, Kasra Rezaee, Peyman Yadmellat, Mohsen Rohani, Nicolas Perez Nieves, Yihan Ni, Seyedershad Banijamali, Alexander Cowen Rivers, Zheng Tian, Daniel Palenicek, Haitham bou Ammar, Hongbo Zhang, Wulong Liu, Jianye Hao, Jun Wang

* 20 pages, 11 figures. Paper accepted to CoRL 2020 

  Access Paper or Ask Questions

Multi-Agent Determinantal Q-Learning


Jun 09, 2020
Yaodong Yang, Ying Wen, Liheng Chen, Jun Wang, Kun Shao, David Mguni, Weinan Zhang

* ICML 2020 

  Access Paper or Ask Questions

A Survey of Deep Reinforcement Learning in Video Games


Dec 26, 2019
Kun Shao, Zhentao Tang, Yuanheng Zhu, Nannan Li, Dongbin Zhao

* 13 pages, 3 figures 

  Access Paper or Ask Questions

StarCraft Micromanagement with Reinforcement Learning and Curriculum Transfer Learning


Apr 03, 2018
Kun Shao, Yuanheng Zhu, Dongbin Zhao

* 12 pages, 14 figures, accepted to IEEE Transactions on Emerging Topics in Computational Intelligence 

  Access Paper or Ask Questions