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    Employing the Mean-Field Approximation Technique in Multiagent Reinforcement Learning to Control Signalized Intersections in an Urban Network 

    Source: Journal of Transportation Engineering, Part A: Systems:;2026:;Volume ( 152 ):;issue: 005:;page 04026019-1
    Author(s): Trinh, Hung Tuan; Bae, Sang-Hoon; Nguyen, Tuan Anh; Tran, Duy Quang; Nguyen, Van Bac
    Publisher: American Society of Civil Engineers
    Abstract: AbstractTraffic signal control is a difficult task to ensure the performance of traffic networks in major cities around the world. Multiagent reinforcement learning (MARL) is a promising approach for traffic light management. ...
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