IALight: Importance-Aware Multi-Agent Reinforcement Learning for Arterial Traffic Cooperative Control

Multi-intersection cooperative control for arterial or network scenarios is a crucial issue in urban traffic management. Multi-agent reinforcement learning (MARL) has been recognised as an efficient solution and shows outperformed results. However, most existing MARL-based methods treat intersection...

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Prif Awduron:	Lu WEI, Xiaoyan ZHANG, Lijun FAN, Lei GAO, Jian YANG
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	University of Zagreb, Faculty of Transport and Traffic Sciences 2025-02-01
Cyfres:	Promet (Zagreb)
Pynciau:	traffic signal control intersection importance multi-agent reinforcement learning arterial cooperative control
Mynediad Ar-lein:	https://traffic2.fpz.hr/index.php/PROMTT/article/view/650
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!