CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control

Author:

Ruan Jingqing1ORCID,Li Ziyue2ORCID,Wei Hua3ORCID,Jiang Haoyuan4ORCID,Lu Jiaming5ORCID,Xiong Xuantang1ORCID,Mao Hangyu6ORCID,Zhao Rui7ORCID

Affiliation:

1. Institute of Automation, Chinese Academy of Science, Chinese Academy of Sciences, Beijing, China

2. University of Cologne, EWI gGmbH, Cologne, Germany

3. Arizona State University, Arizona, USA

4. Baidu Inc., Shenzhen, China

5. Fudan University, Shanghai, China

6. Peking University, Beijing, China

7. Qing Yuan Research Institute, Shanghai Jiao Tong University, Shanghai, China

Publisher

ACM

Reference67 articles.

1. Ault, J., Hanna, J. P., and Sharon, G. Learning an interpretable traffic signal control policy. arXiv preprint arXiv:1912.11023 (2019).

2. Ault, J., and Sharon, G. Reinforcement learning benchmarks for traffic signal control. In Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 1) (2021).

3. Dynamic Programming

4. Böhmer, W., Kurin, V., and Whiteson, S. Deep coordination graphs. In International Conference on Machine Learning (2020), PMLR, pp. 980--991.

5. Boutilier, C. Planning, learning and coordination in multiagent decision processes. In TARK (1996), vol. 96, pp. 195--210.

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