Design of traffic signal automatic control system based on deep reinforcement learning

被引:0
|
作者
Wang, Haoyu [1 ]
机构
[1] Information Engineering Department, Southwest Jiaotong University Hope College, Sichuan, Chengdu, China
关键词
Automatic control systems - Deterministics - Gradient based - Multi agent - Multi-agent deep deterministic policy gradientbased traffic cyclic signal - Reinforcement learnings - Signal control - Signal control algorithm - Traffic signal control system;
D O I
10.1504/IJWMC.2024.142071
中图分类号
学科分类号
摘要
20
引用
收藏
页码:381 / 392
相关论文
共 50 条
  • [21] A survey on deep reinforcement learning approaches for traffic signal control
    Zhao, Haiyan
    Dong, Chengcheng
    Cao, Jian
    Chen, Qingkui
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2024, 133
  • [22] Optimization Control of Adaptive Traffic Signal with Deep Reinforcement Learning
    Cao, Kerang
    Wang, Liwei
    Zhang, Shuo
    Duan, Lini
    Jiang, Guiminx
    Sfarra, Stefano
    Zhang, Hai
    Jung, Hoekyung
    ELECTRONICS, 2024, 13 (01)
  • [23] Backdoor attacks against deep reinforcement learning based traffic signal control systems
    Zhang, Heng
    Gu, Jun
    Zhang, Zhikun
    Du, Linkang
    Zhang, Yongmin
    Ren, Yan
    Zhang, Jian
    Li, Hongran
    PEER-TO-PEER NETWORKING AND APPLICATIONS, 2023, 16 (01) : 466 - 474
  • [24] Deep Reinforcement Learning Based Strategy For Optimizing Phase Splits in Traffic Signal Control
    Yang, Huan
    Zhao, Han
    Wang, Yu
    Liu, Guoqiang
    Wang, Danwei
    2022 IEEE 25TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2022, : 2329 - 2334
  • [25] Cooperative Multi-Intersection Traffic Signal Control Based on Deep Reinforcement Learning
    Huang, Rui
    Hu, Jianming
    Huo, Yusen
    Pei, Xin
    CICTP 2019: TRANSPORTATION IN CHINA-CONNECTING THE WORLD, 2019, : 2959 - 2970
  • [26] Traffic Signal Control with Successor Feature-Based Deep Reinforcement Learning Agent
    Szoke, Laszlo
    Aradi, Szilard
    Becsi, Tamas
    ELECTRONICS, 2023, 12 (06)
  • [27] Federated deep reinforcement learning-based urban traffic signal optimal control
    Li, Mi
    Pan, Xiaolong
    Liu, Chuhui
    Li, Zirui
    SCIENTIFIC REPORTS, 2025, 15 (01):
  • [28] Backdoor attacks against deep reinforcement learning based traffic signal control systems
    Heng Zhang
    Jun Gu
    Zhikun Zhang
    Linkang Du
    Yongmin Zhang
    Yan Ren
    Jian Zhang
    Hongran Li
    Peer-to-Peer Networking and Applications, 2023, 16 : 466 - 474
  • [29] Uniformity of markov elements in deep reinforcement learning for traffic signal control
    Ye, Bao-Lin
    Wu, Peng
    Li, Lingxi
    Wu, Weimin
    ELECTRONIC RESEARCH ARCHIVE, 2024, 32 (06): : 3843 - 3866
  • [30] Deep Reinforcement Learning for Traffic Signal Control Model and Adaptation Study
    Tan, Jiyuan
    Yuan, Qian
    Guo, Weiwei
    Xie, Na
    Liu, Fuyu
    Wei, Jing
    Zhang, Xinwei
    SENSORS, 2022, 22 (22)