Shantian Yang

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Learning Algorithm

Reinforcement Learning

Traffic Signal Control

Top Venues

Knowl. Based Syst.

Neural Networks

Publications

Shantian Yang, Bo Yang, Zheng Zeng, Zhongfeng Kang
Causal inference multi-agent reinforcement learning for traffic signal control. Inf. Fusion 94 (2023)
Shantian Yang
Hierarchical graph multi-agent reinforcement learning for traffic signal control. Inf. Sci. 634 (2023)
Shantian Yang
Deep reinforcement learning for portfolio management. Knowl. Based Syst. 278 (2023)
Zhongfeng Kang, Bo Yang, Mads Nielsen, Lihui Deng, Shantian Yang
A buffered online transfer learning algorithm with multi-layer network. Neurocomputing 488 (2022)
Shantian Yang, Bo Yang
An inductive heterogeneous graph attention-based multi-agent deep graph infomax algorithm for adaptive traffic signal control. Inf. Fusion 88 (2022)
Shantian Yang, Bo Yang
A semi-decentralized feudal multi-agent learned-goal algorithm for multi-intersection traffic signal control. Knowl. Based Syst. 213 (2021)
Lihui Deng, Bo Yang, Zhongfeng Kang, Shantian Yang, Shihu Wu
A noisy label and negative sample robust loss function for DNN-based distant supervised relation extraction. Neural Networks 139 (2021)
Shantian Yang, Bo Yang
A Meta Multi-agent Reinforcement Learning Algorithm for Multi-intersection Traffic Signal Control. DASC/PiCom/CBDCom/CyberSciTech (2021)
Shantian Yang, Bo Yang, Zhongfeng Kang, Lihui Deng
IHG-MA: Inductive heterogeneous graph multi-agent reinforcement learning for multi-intersection traffic signal control. Neural Networks 139 (2021)
Zhongfeng Kang, Bo Yang, Shantian Yang, Xiaomei Fang, Changjian Zhao
Online transfer learning with multiple source domains for multi-class classification. Knowl. Based Syst. 190 (2020)
Shantian Yang, Bo Yang, Hau-San Wong, Zhongfeng Kang
Cooperative traffic signal control using Multi-step return and Off-policy Asynchronous Advantage Actor-Critic Graph algorithm. Knowl. Based Syst. 183 (2019)