MixLight: Mixed-Agent Cooperative Reinforcement Learning for Traffic Light Control

Author:

Yang Ming1,Wang Yiming1,Yu Yang2ORCID,Zhou Mingliang3ORCID,U Leong Hou1ORCID

Affiliation:

1. SKL of Internet of Things for Smart City and Department of Computer Information Science, University of Macau, Macao, China

2. National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China

3. School of Computer Science, Chongqing University, Chongqing, China

Funder

National Natural Science Foundation of China

Science and Technology Development Fund Macau SAR

Research Grant of University of Macau

Wuyi University Hong Kong and Macau joint Research Fund

Human Resources and Social Security Bureau Project of Chongqing

Guangdong OPPO MOBILE Telecommunications Corp., Ltd.

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Information Systems,Control and Systems Engineering

Reference30 articles.

1. IntelliLight

2. SCATS: Sydney co-ordinated adaptive traffic system: A traffic responsive method of controlling urban traffic;Lowrie,1990

3. Scoot Urban Traffic Control System—Philosophy and Evaluation 1

4. CoLight

5. Toward A Thousand Lights: Decentralized Deep Reinforcement Learning for Large-Scale Traffic Signal Control

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Team-wise effective communication in multi-agent reinforcement learning;Autonomous Agents and Multi-Agent Systems;2024-07-18

2. Brief Industry Paper: RTLight: Digital Twin-Based Real-Time Federated Traffic Signal Control;2023 IEEE Real-Time Systems Symposium (RTSS);2023-12-05

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3