Simulation optimization of highway hard shoulder running based on multi-agent deep deterministic policy gradient algorithm

To alleviate traffic congestion and reduce vehicle emissions, the use of hard shoulder running (HSR) has emerged as a sustainable and cost-effective active traffic management technology. However, optimizing the utilization of HSR remains a critical challenge for improving highway traffic congestion....

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Bibliographic Details

Published in:	Alexandria engineering journal Vol. 117; pp. 99 - 115
Main Authors:	Hu, Lipeng, Tang, Jinjun, Zou, Guoqing, Li, Zhitao, Zeng, Jie, Li, Mingyang
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.04.2025 Elsevier
Subjects:	Hard Shoulder Running Highway MADDPG Spatial-temporal constrains SUMO MADDPG SUMO Hard Shoulder Running Spatial-temporal constrains Highway
ISSN:	1110-0168
Online Access:	Get full text
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