Self-organized control of traffic signals based on reinforcement learning and genetic algorithm

被引:0
|
作者
Yang, Yu-Pu [1 ]
Ou, Hai-Tao [1 ]
机构
[1] Dept. of Automat., Shanghai Jiaotong Univ., Shanghai 200030, China
来源
关键词
Reinforcement learning - Traffic flow - Traffic systems;
D O I
暂无
中图分类号
学科分类号
摘要
(Edited Abstract)
引用
收藏
页码:564 / 568
相关论文
共 50 条
  • [1] Sensor-based Self-Organized Traffic Control at Intersections
    Khan, Ajmal
    Ullah, Farman
    Kaleem, Zeeshan
    Rahman, Shams Ur
    Cho, You Ze
    2017 INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY CONVERGENCE (ICTC), 2017, : 634 - 638
  • [2] Self-organized Reinforcement Learning Based on Policy Gradient in Nonstationary Environments
    Hiei, Yu
    Mori, Takeshi
    Ishii, Shin
    ARTIFICIAL NEURAL NETWORKS - ICANN 2008, PT I, 2008, 5163 : 367 - +
  • [3] Reinforcement Learning Strategies for Self-Organized Coverage and Capacity Optimization
    ul Islam, Muhammad Naseer
    Mitschele-Thiel, Andreas
    2012 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2012,
  • [4] Self-organized traffic signal coordinated control based on interactive and distributed subarea
    Wang, Hao
    Liu, YunXiang
    INDUSTRIAL INSTRUMENTATION AND CONTROL SYSTEMS, PTS 1-4, 2013, 241-244 : 2031 - +
  • [5] Topology-Transparent Scheduling Based on Reinforcement Learning in Self-Organized Wireless Networks
    Qiao, Mu
    Zhao, Haitao
    Zhou, Li
    Zhu, Chunsheng
    Huang, Shengchun
    IEEE ACCESS, 2018, 6 : 20221 - 20230
  • [6] A Self-Organized Line Marching Formation Control Algorithm
    Liu, Yu
    He, Yuheng
    Zhen, Yingnan
    Guo, Shuping
    Gao, Huanli
    Cai, He
    2021 PROCEEDINGS OF THE 40TH CHINESE CONTROL CONFERENCE (CCC), 2021, : 5407 - 5412
  • [7] Research on Cooperative Control of Traffic Signals based on Deep Reinforcement Learning
    Fan, Lingling
    Yang, Yusong
    Ji, Honghai
    Xiong, Shuangshuang
    2023 IEEE 12TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE, DDCLS, 2023, : 1608 - 1612
  • [8] Self-Organized Routing for Autonomous Vehicles via Deep Reinforcement Learning
    Pei, Huaxin
    Zhang, Jiawei
    Zhang, Yi
    Xu, Huile
    Li, Li
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 73 (01) : 426 - 437
  • [9] Self-Organized Group for Cooperative Multi-agent Reinforcement Learning
    Shao, Jianzhun
    Lou, Zhiqiang
    Zhang, Hongchang
    Jiang, Yuhang
    He, Shuncheng
    Ji, Xiangyang
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 35 (NEURIPS 2022), 2022,
  • [10] Genetic Algorithm Based Self-Organized Resource Allocation in LTE-Advanced Network
    Shahid, Adnan
    Aslam, Saleem
    Kim, Hyung Seok
    Lee, Kyung-Geun
    2014 SIXTH INTERNATIONAL CONFERENCE ON UBIQUITOUS AND FUTURE NETWORKS (ICUFN 2014), 2014, : 133 - 137