A Reinforcement Learning Based Traffic Control Strategy in a Macroscopic Fundamental Diagram Region

Urban traffic control systems (UTCSs) are deployed to a great number of urban cities despite lacking feedback when adjusting the traffic signals. The development of reinforcement learning (RL) makes it possible to apply feedback to UTCS, and great efforts have been made on RL-based traffic control s...

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Bibliographic Details
Main Authors: Lingyu Zheng, Bing Wu
Format: Article
Language:English
Published: Wiley 2022-01-01
Series:Journal of Advanced Transportation
Online Access:http://dx.doi.org/10.1155/2022/5681234
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