Integrating Multi-agent System, Geographic Information System, and Reinforcement Learning to Simulate and Optimize Traffic Signal Control

Recent Advances in Information and Communication Technology 2018 - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-319-93692-5_15 ◽

2018 ◽

pp. 145-154

Author(s):

Hoang Van Dong ◽

Bach Quoc Khanh ◽

Nguyen Tran Lich ◽

Nguyen Thi Ngoc Anh

Keyword(s):

Information System ◽

Reinforcement Learning ◽

Geographic Information System ◽

Geographic Information ◽

Traffic Signal ◽

Signal Control ◽

Traffic Signal Control ◽

Multi Agent System ◽

Agent System ◽

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A Cooperative Multi-Agent System for Traffic Signal Control Using Game Theory and Reinforcement Learning

IEEE Intelligent Transportation Systems Magazine ◽

10.1109/mits.2020.2990189 ◽

2020 ◽

pp. 0-0

Author(s):

Monireh Abdoos

Keyword(s):

Game Theory ◽

Reinforcement Learning ◽

Traffic Signal ◽

Signal Control ◽

Traffic Signal Control ◽

Multi Agent System ◽

Agent System ◽

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Reinforcement learning-based multi-agent system for network traffic signal control

IET Intelligent Transport Systems ◽

10.1049/iet-its.2009.0070 ◽

2010 ◽

Vol 4 (2) ◽

pp. 128 ◽

Author(s):

I. Arel ◽

C. Liu ◽

T. Urbanik ◽

A.G. Kohls

Keyword(s):

Reinforcement Learning ◽

Network Traffic ◽

Traffic Signal ◽

Signal Control ◽

Traffic Signal Control ◽

Multi Agent System ◽

Agent System ◽

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Cooperative multi-agent system for coordinated traffic signal control

IEE Proceedings - Intelligent Transport Systems ◽

10.1049/ip-its:20055011 ◽

2006 ◽

Vol 153 (1) ◽

pp. 41 ◽

Author(s):

D. Srinivasan ◽

M.C. Choy

Keyword(s):

Traffic Signal ◽

Signal Control ◽

Traffic Signal Control ◽

Multi Agent System ◽

Agent System ◽

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ACTAM: Cooperative Multi-Agent System Architecture for Urban Traffic Signal Control

IEICE Transactions on Information and Systems ◽

10.1093/ietisy/e88-d.1.119 ◽

2005 ◽

Vol E88-D (1) ◽

pp. 119-126 ◽

Author(s):

R.-S. CHEN

Keyword(s):

System Architecture ◽

Traffic Signal ◽

Urban Traffic ◽

Signal Control ◽

Traffic Signal Control ◽

Multi Agent System ◽

Agent System ◽

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Architecture of multi-agent system for traffic signal control

ICARCV 2004 8th Control, Automation, Robotics and Vision Conference, 2004. ◽

10.1109/icarcv.2004.1469507 ◽

2005 ◽

Author(s):

Xiao Xiong Weng ◽

Shu Shen Yao ◽

Xue Feng Zhu

Keyword(s):

Traffic Signal ◽

Signal Control ◽

Traffic Signal Control ◽

Multi Agent System ◽

Agent System ◽

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Multi-Agent System in Urban Traffic Signal Control

IEEE Computational Intelligence Magazine ◽

10.1109/mci.2010.938363 ◽

2010 ◽

Author(s):

P.G. Balaji ◽

D. Srinivasan

Keyword(s):

Traffic Signal ◽

Urban Traffic ◽

Signal Control ◽

Traffic Signal Control ◽

Multi Agent System ◽

Agent System ◽

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Multi-Agent Deep Reinforcement Learning for Decentralized Cooperative Traffic Signal Control

10.1061/9780784483053.039 ◽

2020 ◽

Author(s):

Yang Zhao ◽

Jian-Ming Hu ◽

Ming-Yang Gao ◽

Zuo Zhang

Keyword(s):

Reinforcement Learning ◽

Traffic Signal ◽

Signal Control ◽

Traffic Signal Control ◽

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Adaptive Traffic Signal Control for large-scale scenario with Cooperative Group-based Multi-agent reinforcement learning

Transportation Research Part C Emerging Technologies ◽

10.1016/j.trc.2021.103046 ◽

2021 ◽

Vol 125 ◽

pp. 103046

Author(s):

Tong Wang ◽

Jiahua Cao ◽

Azhar Hussain

Keyword(s):

Reinforcement Learning ◽

Large Scale ◽

Traffic Signal ◽

Signal Control ◽

Traffic Signal Control ◽

Cooperative Group ◽

Adaptive Traffic Signal Control ◽

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

Neural Networks ◽

10.1016/j.neunet.2021.03.015 ◽

2021 ◽

Author(s):

Shantian Yang ◽

Bo Yang ◽

Zhongfeng Kang ◽

Lihui Deng

Keyword(s):

Reinforcement Learning ◽

Traffic Signal ◽

Signal Control ◽

Traffic Signal Control ◽

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Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning

Transportation Research Part C Emerging Technologies ◽

10.1016/j.trc.2021.103059 ◽

2021 ◽

Vol 125 ◽

pp. 103059

Author(s):

Zhenning Li ◽

Hao Yu ◽

Guohui Zhang ◽

Shangjia Dong ◽

Cheng-Zhong Xu

Keyword(s):

Reinforcement Learning ◽

Traffic Signal ◽

Signal Control ◽

Traffic Signal Control ◽

Control Optimization ◽

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