BOOK-CHAPTER
Multi-agent Reinforcement Learning for Traffic Signal Control: Comparison with Centralized, Decentralized and Hybrid Approaches
Lip Wei OngHooi Ling KhooKok-Lim YauChuan Fang Ong
Year: 2025 Atlantis highlights in engineering/Atlantis Highlights in Engineering Pages: 50-60 Publisher: Atlantis Press
Keywords:
Reinforcement learning SIGNAL (programming language) Control (management) Signal processing Stability (learning theory) Noise (video)
Metrics
0
Cited By
0.00
FWCI (Field Weighted Citation Impact)
0
Refs
0.94
Citation Normalized Percentile
Is in top 1%
Is in top 10%
Topics
Traffic control and management
Physical Sciences → Engineering → Control and Systems Engineering
Reinforcement Learning in Robotics
Physical Sciences → Computer Science → Artificial Intelligence
Traffic Prediction and Management Techniques
Physical Sciences → Engineering → Building and Construction
Related Documents
JOURNAL ARTICLE
Decentralized Multi-Agent Reinforcement Learning for Traffic Signal Control
Bo LiuXinyang LiuChang ChenJianwei HuangZhengtao Ding
Year: 2023 Pages: 6045-6050
JOURNAL ARTICLE
Multi-Agent Deep Reinforcement Learning for Decentralized Cooperative Traffic Signal Control
Yang ZhaoJianming HuMingyang GaoZuo Zhang
Journal: CICTP 2020 Year: 2020 Pages: 458-470
JOURNAL ARTICLE
Learning Decentralized Traffic Signal Controllers With Multi-Agent Graph Reinforcement Learning
Yao ZhangZhiwen YuJun ZhangLiang WangTom H. LuanBin GuoChau Yuen
Journal: IEEE Transactions on Mobile Computing Year: 2023 Vol: 23 (6)Pages: 7180-7195
JOURNAL ARTICLE
Multi-agent reinforcement learning for traffic signal control
Prabuchandran K.J.Hemanth Kumar A.NShalabh Bhatnagar
Year: 2014 Pages: 2529-2534
JOURNAL ARTICLE
Multi-Agent Reinforcement Learning for Traffic Signal Control
Kaïs AmmariGhazi Bel MuftiMohammed Safwen Markou
Journal: IFAC-PapersOnLine Year: 2025 Vol: 59 (13)Pages: 58-63