Huichu Zhang

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 11

Top Topics

Reinforcement Learning

Granger Causality

Traffic Signal Control

Top Venues

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

Publications

Chang Liu, Huichu Zhang, Weinan Zhang, Guanjie Zheng, Yong Yu
GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning. CoRR (2020)
Huichu Zhang, Chang Liu, Weinan Zhang, Guanjie Zheng, Yong Yu
GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning. CIKM (2020)
Huichu Zhang, Markos Kafouros, Yong Yu
PlanLight: Learning to Optimize Traffic Signal Control With Planning and Iterative Policy Improvement. IEEE Access 8 (2020)
Huichu Zhang, Siyuan Feng, Chang Liu, Yaoyao Ding, Yichen Zhu, Zihan Zhou, Weinan Zhang, Yong Yu, Haiming Jin, Zhenhui Li
CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario. CoRR (2019)
Hua Wei, Nan Xu, Huichu Zhang, Guanjie Zheng, Xinshi Zang, Chacha Chen, Weinan Zhang, Yanmin Zhu, Kai Xu, Zhenhui Li
CoLight: Learning Network-level Cooperation for Traffic Signal Control. CoRR (2019)
Guanjie Zheng, Yuanhao Xiong, Xinshi Zang, Jie Feng, Hua Wei, Huichu Zhang, Yong Li, Kai Xu, Zhenhui Li
Learning Phase Competition for Traffic Signal Control. CIKM (2019)
Guanjie Zheng, Yuanhao Xiong, Xinshi Zang, Jie Feng, Hua Wei, Huichu Zhang, Yong Li, Kai Xu, Zhenhui Li
Learning Phase Competition for Traffic Signal Control. CoRR (2019)
Huichu Zhang, Siyuan Feng, Chang Liu, Yaoyao Ding, Yichen Zhu, Zihan Zhou, Weinan Zhang, Yong Yu, Haiming Jin, Zhenhui Li
CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario. WWW (2019)
Hua Wei, Nan Xu, Huichu Zhang, Guanjie Zheng, Xinshi Zang, Chacha Chen, Weinan Zhang, Yanmin Zhu, Kai Xu, Zhenhui Li
CoLight: Learning Network-level Cooperation for Traffic Signal Control. CIKM (2019)
Huichu Zhang, Yu Zheng, Yong Yu
Detecting Urban Anomalies Using Multiple Spatio-Temporal Data Sources. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (1) (2018)
Julie Yixuan Zhu, Chao Zhang, Huichu Zhang, Shi Zhi, Victor O. K. Li, Jiawei Han, Yu Zheng
pg-Causality: Identifying Spatiotemporal Causal Pathways for Air Pollutants with Urban Big Data. IEEE Trans. Big Data 4 (4) (2018)
Yexin Li, Yu Zheng, Huichu Zhang, Lei Chen
Traffic prediction in a bike-sharing system. SIGSPATIAL/GIS (2015)
Yu Zheng, Huichu Zhang, Yong Yu
Detecting collective anomalies from multiple spatio-temporal datasets across different domains. SIGSPATIAL/GIS (2015)