Adaptive Coordinated Variable Speed Limit between Highway Mainline and On-Ramp with Deep Reinforcement Learning

被引：0
|
作者：
Cheng, Ming [1 ]
Zhang, Chenghao [1 ]
Jin, Hui [1 ]
Wang, Ziming [1 ]
Yang, Xiaoguang [2 ]
机构：
[1] School of Rail Transportation, Soochow University, 215031, China
[2] Key Laboratory of Road and Traffic Engineering of the Ministry of Education, Tongji University, 200092, China
来源：
Journal of Advanced Transportation | 2022年 / 2022卷
关键词：
Deep learning - Drops - Highway traffic control - Reinforcement learning - Speed;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Adaptive Coordinated Variable Speed Limit between Highway Mainline and On-Ramp with Deep Reinforcement Learning
    Cheng, Ming
    Zhang, Chenghao
    Jin, Hui
    Wang, Ziming
    Yang, Xiaoguang
    JOURNAL OF ADVANCED TRANSPORTATION, 2022, 2022
  • [2] Highway On-Ramp Truck Platooning Based on Deep Reinforcement Learning
    Wang, An
    Qi, Liang
    Luan, Wenjing
    Lu, Tong
    TRANSPORTATION RESEARCH RECORD, 2024,
  • [3] Deep Multi-Agent Reinforcement Learning for Highway On-Ramp Merging in Mixed Traffic
    Chen, Dong
    Hajidavalloo, Mohammad R.
    Li, Zhaojian
    Chen, Kaian
    Wang, Yongqiang
    Jiang, Longsheng
    Wang, Yue
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 24 (11) : 11623 - 11638
  • [4] A deep reinforcement learning-based approach for autonomous driving in highway on-ramp merge
    Wang, Huanjie
    Yuan, Shihua
    Guo, Mengyu
    Li, Xueyuan
    Lan, Wei
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, 2021, 235 (10-11) : 2726 - 2739
  • [5] Coordinated Variable Speed Limit, Ramp Metering and Lane Change Control of Highway Traffic
    Zhang, Yihang
    Ioannou, Petros A.
    IFAC PAPERSONLINE, 2017, 50 (01): : 5307 - 5312
  • [6] On-Ramp Merging for Highway Autonomous Driving: An Application of a New Safety Indicator in Deep Reinforcement Learning
    Guofa Li
    Weiyan Zhou
    Siyan Lin
    Shen Li
    Xingda Qu
    Automotive Innovation, 2023, 6 : 453 - 465
  • [7] On-Ramp Merging for Highway Autonomous Driving: An Application of a New Safety Indicator in Deep Reinforcement Learning
    Li, Guofa
    Zhou, Weiyan
    Lin, Siyan
    Li, Shen
    Qu, Xingda
    AUTOMOTIVE INNOVATION, 2023, 6 (03) : 453 - 465
  • [8] Leveraging on Deep Reinforcement Learning for Autonomous Safe Decision-Making in Highway On-ramp Merging
    Kherroubi, Zine el Abidine
    Aknine, Samir
    Bacha, Rebiha
    THIRTY-FIFTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THIRTY-THIRD CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE AND THE ELEVENTH SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2021, 35 : 15815 - 15816
  • [9] Coordinated Variable Speed Limit Control for Freeway Based on Multi-Agent Deep Reinforcement Learning
    Yu, Rongjie
    Xu, Ling
    Zhang, Ruici
    Tongji Daxue Xuebao/Journal of Tongji University, 2024, 52 (07): : 1089 - 1098
  • [10] Integrated variable speed limit and ramp metering control study on flow interaction between mainline and ramps
    Wang, Xu
    Niu, Lei
    ADVANCES IN MECHANICAL ENGINEERING, 2019, 11 (03)
12345