Traffic-signal control reinforcement learning approach for continuous-time Markov games

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2019.103415 ◽

2020 ◽

Vol 89 ◽

pp. 103415

Author(s):

Román Aragon-Gómez ◽

Julio B. Clempner

Keyword(s):

Reinforcement Learning ◽

Continuous Time ◽

Traffic Signal ◽

Signal Control ◽

Traffic Signal Control ◽

Learning Approach ◽

Markov Games

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A Deep Reinforcement Learning Approach to Traffic Signal Control

2021 IEEE Conference on Technologies for Sustainability (SusTech) ◽

10.1109/sustech51236.2021.9467450 ◽

2021 ◽

Author(s):

Aquib Junaid Razack ◽

Vysyakh Ajith ◽

Rajiv Gupta

Keyword(s):

Reinforcement Learning ◽

Traffic Signal ◽

Signal Control ◽

Traffic Signal Control ◽

Learning Approach

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Multi-Objective reinforcement learning approach for improving safety at intersections with adaptive traffic signal control

Accident Analysis & Prevention ◽

10.1016/j.aap.2020.105655 ◽

2020 ◽

Vol 144 ◽

pp. 105655 ◽

Cited By ~ 2

Author(s):

Yaobang Gong ◽

Mohamed Abdel-Aty ◽

Jinghui Yuan ◽

Qing Cai

Keyword(s):

Reinforcement Learning ◽

Traffic Signal ◽

Signal Control ◽

Traffic Signal Control ◽

Learning Approach ◽

Multi Objective ◽

Adaptive Traffic Signal Control

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Solving the multi-traffic signal-control problem for a class of continuous-time markov games

2015 12th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE) ◽

10.1109/iceee.2015.7357932 ◽

2015 ◽

Cited By ~ 4

Author(s):

Rodrigo G. Castillo ◽

Julio B. Clempner ◽

Alexander S. Poznyak

Keyword(s):

Control Problem ◽

Continuous Time ◽

Traffic Signal ◽

Signal Control ◽

Traffic Signal Control ◽

Markov Games

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Engineering A Large-Scale Traffic Signal Control: A Multi-Agent Reinforcement Learning Approach

IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) ◽

10.1109/infocomwkshps51825.2021.9484451 ◽

2021 ◽

Author(s):

Yue Chen ◽

Changle Li ◽

Wenwei Yue ◽

Hehe Zhang ◽

Guoqiang Mao

Keyword(s):

Reinforcement Learning ◽

Large Scale ◽

Traffic Signal ◽

Signal Control ◽

Traffic Signal Control ◽

Learning Approach ◽

Multi Agent

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A Deep Reinforcement Learning Approach to Traffic Signal Control With Temporal Traffic Pattern Mining

IEEE Transactions on Intelligent Transportation Systems ◽

10.1109/tits.2021.3107258 ◽

2021 ◽

pp. 1-12

Author(s):

Dongfang Ma ◽

Bin Zhou ◽

Xiang Song ◽

Hanwen Dai

Keyword(s):

Reinforcement Learning ◽

Pattern Mining ◽

Traffic Signal ◽

Signal Control ◽

Traffic Signal Control ◽

Learning Approach ◽

Traffic Pattern

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A Reinforcement Learning Approach for Intelligent Traffic Signal Control at Urban Intersections

2019 IEEE Intelligent Transportation Systems Conference (ITSC) ◽

10.1109/itsc.2019.8917268 ◽

2019 ◽

Cited By ~ 4

Author(s):

Mengyu Guo ◽

Pin Wang ◽

Ching-Yao Chan ◽

Sid Askary

Keyword(s):

Reinforcement Learning ◽

Traffic Signal ◽

Signal Control ◽

Traffic Signal Control ◽

Learning Approach

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A cold-start-free reinforcement learning approach for traffic signal control

Journal of Intelligent Transportation Systems ◽

10.1080/15472450.2021.1934679 ◽

2021 ◽

pp. 1-10

Author(s):

Nan Xiao ◽

Liang Yu ◽

Jinqiang Yu ◽

Peng Chen ◽

Yuehu Liu

Keyword(s):

Reinforcement Learning ◽

Cold Start ◽

Traffic Signal ◽

Signal Control ◽

Traffic Signal Control ◽

Learning Approach

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An effective deep reinforcement learning approach for adaptive traffic signal control

2020 Chinese Automation Congress (CAC) ◽

10.1109/cac51589.2020.9327396 ◽

2020 ◽

Author(s):

Mingrui Yu ◽

Jaijun Chai ◽

Yisheng Lv ◽

Gang Xiong

Keyword(s):

Reinforcement Learning ◽

Traffic Signal ◽

Signal Control ◽

Traffic Signal Control ◽

Learning Approach ◽

Adaptive Traffic Signal Control

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Agent-Based Traffic Signal Control Using a Reinforcement Learning Approach

10.1109/itnt52450.2021.9649148 ◽

2021 ◽

Author(s):

Anton Agafonov ◽

Alexander Yumaganov

Keyword(s):

Reinforcement Learning ◽

Traffic Signal ◽

Signal Control ◽

Traffic Signal Control ◽

Learning Approach ◽

Agent Based

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

CICTP 2020 ◽

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 ◽

Multi Agent

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