most citedTurning Traffic Monitoring Cameras into Intelligent Sensors for Traffic Density Estimation

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Toward Dependency Dynamics in Multi-Agent Reinforcement Learning for Traffic Signal Control

Yuli Zhang, Shangbo Wang, Dongyao Jia +4

Reinforcement learning (RL) emerges as a promising data-driven approach for adaptive traffic signal control (ATSC) in complex urban traffic networks, with deep neural networks subs…