2020

doi dblp
GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning
Huichu Zhang | Chang Liu | Weinan Zhang | Guanjie Zheng | Yong Yu
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

2019

doi dblp
Learning Phase Competition for Traffic Signal Control
Guanjie Zheng | Yuanhao Xiong | Xinshi Zang | Jie Feng | Hua Wei | Huichu Zhang | Yong Li | Kai Xu | Zhenhui Li
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
CoLight: Learning Network-level Cooperation for Traffic Signal Control
Hua Wei | Nan Xu | Huichu Zhang | Guanjie Zheng | Xinshi Zang | Chacha Chen | Weinan Zhang | Yanmin Zhu | Kai Xu | Zhenhui Li
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario
Huichu Zhang | Siyuan Feng | Chang Liu | Yaoyao Ding | Yichen Zhu | Zihan Zhou | Weinan Zhang | Yong Yu | Haiming Jin | Zhenhui Li
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019