Shantian Yang

Cooperative traffic signal control using Multi-step return and Off-policy Asynchronous Advantage Actor-Critic Graph algorithm

Shantian Yang, Bo Yang, Hau−San Wong et al. · Knowledge-Based Systems · 2019 · 70 citations

Intelligent Traffic Management, Engineering, Networked Control +5

IHG-MA: Inductive heterogeneous graph multi-agent reinforcement learning for multi-intersection traffic signal control

Shantian Yang, Bo Yang, Zhongfeng Kang et al. · Neural Networks · 2021 · 62 citations

Intelligent Traffic Management, Engineering, Systems Engineering +6

Hierarchical graph multi-agent reinforcement learning for traffic signal control

Shantian Yang · Information Sciences · 2023 · 43 citations

Intelligent Traffic Management, Network Analysis, Systems Engineering +2

Causal inference multi-agent reinforcement learning for traffic signal control

Shantian Yang, Bo Yang, Zheng Zeng et al. · Information Fusion · 2023 · 40 citations

Intelligent Traffic Management, Engineering, Systems Engineering +3

Online transfer learning with multiple source domains for multi-class classification

Zhongfeng Kang, Bo Yang, Shantian Yang et al. · Knowledge-Based Systems · 2019 · 35 citations

Artificial Intelligence, Classification Method, Engineering +9