Based on switching-model cooperative control for two intersections applying Q-learning - 文章详情页

作者：

Zhao, Xiao-Hua (Zhao, Xiao-Hua.) | Li, Zhen-Long (Li, Zhen-Long.) | Yu, Quan (Yu, Quan.) | Zhang, Jie (Zhang, Jie.)

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EI Scopus PKU CSCD

摘要：

In　order　to　realize　the　cooperative　control　for　two　adjacent　intersections,　the　signal　control　for　two　intersections　is　put　forward　based　on　the　method,　which　the　traffic　signal　control　for　an　isolated　intersection　has　been　resolved　by　Q-Learning.　According　to　the　switching-model　for　two　intersections,　the　combination　phase　of　two　intersections　is　advanced　in　order　to　transform　two　intersections　to　a　single　one.　So　the　cooperation　control　for　two　intersections　can　be　resolved　by　general　Q-Learning.　It　is　illustrated　by　Paramics　simulation　software　that　the　method　is　effective　and　feasible.

关键词：

Learning algorithms Intersections Traffic signals Computer simulation

作者机构：

[ 1 ] [Zhao, Xiao-Hua]Key Lab. of Transportation in Beijing, Beijing University of Technology, Beijing 100022, China
[ 2 ] [Li, Zhen-Long]College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100022, China
[ 3 ] [Yu, Quan]Key Lab. of Transportation in Beijing, Beijing University of Technology, Beijing 100022, China
[ 4 ] [Zhang, Jie]College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100022, China

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