研究论文
Coupled vehicle-signal control based on Stackelberg Game Enabled Multi-agent Reinforcement Learning in mixed traffic environment
Xinshao Zhang, Zhaocheng He, Yiting Zhu, Wei Huang
Sun Yat-sen University Guangdong Institute of Intelligent Manufacturing Peng Cheng Laboratory
来源Physica A Statistical Mechanics and its Applications
年份2024
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
950
25
926
关键指标
13
被引次数 · OpenAlex
2.24
领域内被引倍数
同类平均 = 1
同类平均 = 1
前 12%
引用位次
同领域 · 同年份 · 同类型
同领域 · 同年份 · 同类型
39
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
Autonomous Vehicle Technology and Safety · Traffic Prediction and Management Techniques
参考文献 39
Nash Q-Learning for General-Sum Stochastic Games
被引 915Junling Hu, Michael P. Wellman, Craig Boutilier · 2003
Human-level control through deep reinforcement learning
被引 31,023Volodymyr Mnih, Koray Kavukcuoglu, David Silver · Nature · 2015
Using a Deep Reinforcement Learning Agent for Traffic Signal Control
被引 242Wade Genders, Saiedeh Razavi · arXiv (Cornell University) · 2016
此处列出前 3 条
引用本文 13
Learning to Defend: A Multi-Agent Reinforcement Learning Framework for Stackelberg Security Game in Mobile Edge Computing
被引 3Zihao Ding, Jun Huang, Junjian Qi · 2026
Eco-driving enabled intersection control: joint optimisation of signal timing and vehicle trajectory
被引 2Wei Huang, Yujie Song, Yuxiang Zhao · Transportmetrica A Transport Science · 2025
Coordination in Traffic Signal Control: A Mechanism‐Oriented Survey of Multi‐Agent Learning Approaches
被引 1Qi Xiong, Dingwen Chi, Qiuyun Luan · IET Intelligent Transport Systems · 2026
按被引量排序，此处列出前 3 条