研究论文开放获取
Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning
Zhenning Li, Hao Yu, Guohui Zhang, Shangjia Dong, Chengzhong Xu
University of Macau Southeast University University of Hawaiʻi at Mānoa University of Delaware
来源Transportation Research Part C Emerging Technologies
年份2021
阅读操作
确认中在文库中上传 PDF 后可生成中文音频讲解。
摘要与影响
摘要 · 节选
暂未获取摘要。可打开原文或 PDF，后续可基于全文生成更完整的速读。
逐年被引趋势
45230
21
22
23
4524
25
26
关键指标
171
被引次数 · OpenAlex
11.58
领域内被引倍数
同类平均 = 1
同类平均 = 1
前 0.7%
引用位次
同领域 · 同年份 · 同类型
同领域 · 同年份 · 同类型
73
参考文献
Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。
AI 辅助阅读
依据：文献信息
论文问答
当前基于文献信息回答
可就本文提问；依据不足时会说明。
学术脉络
学科主题
工程Traffic control and management
Traffic Prediction and Management Techniques · Smart Parking Systems Research
参考文献 73
Game Theory and Multi-agent Reinforcement Learning
被引 206Ann Nowé, Peter Vrancx, Yann-Michaël De Hauwere · Adaptation, learning, and optimization · 2012
TRAFFIC SIGNAL SETTINGS
被引 1,166F Webster · 1958
Multi-agent Reinforcement Learning: An Overview
被引 758Lucian Buşoniu, Robert Babuška, Bart De Schutter · Studies in computational intelligence · 2010
此处列出前 3 条
引用本文 171
Leveraging reinforcement learning for dynamic traffic control: A survey and challenges for field implementation
被引 115Yu Han, Meng Wang, Ludovic Leclercq · Communications in Transportation Research · 2023
A deep reinforcement learning-based cooperative approach for multi-intersection traffic signal control
被引 92Tarek Amine Haddad, Djalal Hedjazi, Sofiane Aouag · Engineering Applications of Artificial Intelligence · 2022
Intelligent vehicle pedestrian light (IVPL): A deep reinforcement learning approach for traffic signal control
被引 91Mobin Yazdani, Majid Sarvi, Saeed Asadi Bagloee · Transportation Research Part C Emerging Technologies · 2023
按被引量排序，此处列出前 3 条