研究论文
GlobalLight: Exploring global influence in multi-agent deep reinforcement learning for large-scale traffic signal control
Yilin Liu, Jintao Liang, Yifeng Zhang, Ping Gong, Guiyang Luo, Quan Sheng Yuan, Jinglin Li
Beijing University of Posts and Telecommunications National University of Singapore
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逐年被引趋势
950
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926
关键指标
11
被引次数 · OpenAlex
4.22
领域内被引倍数
同类平均 = 1
同类平均 = 1
前 5%
引用位次
同领域 · 同年份 · 同类型
同领域 · 同年份 · 同类型
58
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学术脉络
学科主题
工程Traffic control and management
Traffic Prediction and Management Techniques · Autonomous Vehicle Technology and Safety
参考文献 58
The Max-Pressure Controller for Arbitrary Networks of Signalized Intersections
被引 284Pravin P. Varaiya · Complex networks and dynamic systems · 2013
Traffic signal timing manual.
被引 342Peter Koonce, Lee A. Rodegerdts, Kevin Lee · ROSA P · 2008
Design of Reinforcement Learning Parameters for Seamless Application of Adaptive Traffic Signal Control
被引 164Samah El-Tantawy, Baher Abdulhai, Hossam Abdelgawad · Journal of Intelligent Transportation Systems · 2013
此处列出前 3 条
引用本文 11
Adaptive traffic signal control using deep reinforcement learning: Toward smarter and safer urban mobility
被引 2Fayez Alanazi, Ammar Armghan, Muhammad Tanveer · PLoS ONE · 2026
MPNNLight: A Self-Attention Enhanced Message Passing Graph Neural Network for Multi-Intersection Traffic Signal Control
被引 1Zhiyuan Hu, Bowen Liu, Jianming Hu · Electronics · 2026
High-performance multi-agent path finding in high-obstacle-density and large-size maps
被引 1Shiguang Sun, C. Y. Tang, Shitao Chen · Neurocomputing · 2025
按被引量排序，此处列出前 3 条