Collision avoidance for AGV based on deep reinforcement learning in complex dynamic environment

被引:0
|
作者
Cai, Ze [1 ]
Hu, Yaoguang [1 ]
Wen, Jingqian [1 ]
Zhang, Lixiang [1 ]
机构
[1] Laboratory of Industrial and Intelligent System Engineering, Beijing Institute of Technology, Beijing,100081, China
关键词
D O I
10.13196/j.cims.2023.01.020
中图分类号
学科分类号
摘要
20
引用
收藏
页码:236 / 245
相关论文
共 50 条
  • [1] Deep-Reinforcement-Learning-Based Collision Avoidance in UAV Environment
    Ouahouah, Sihem
    Bagaa, Miloud
    Prados-Garzon, Jonathan
    Taleb, Tarik
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (06) : 4015 - 4030
  • [2] Adaptive Environment Modeling Based Reinforcement Learning for Collision Avoidance in Complex Scenes
    Wang, Shuaijun
    Gao, Rui
    Han, Ruihua
    Chen, Shengduo
    Li, Chengyang
    Hao, Qi
    [J]. 2022 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2022, : 9011 - 9018
  • [3] Research on MASS Collision Avoidance in Complex Waters Based on Deep Reinforcement Learning
    Liu, Jiao
    Shi, Guoyou
    Zhu, Kaige
    Shi, Jiahui
    [J]. JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 11 (04)
  • [4] A Collision Avoidance Method Based on Deep Reinforcement Learning
    Feng, Shumin
    Sebastian, Bijo
    Ben-Tzvi, Pinhas
    [J]. ROBOTICS, 2021, 10 (02)
  • [5] An Aircraft Collision Avoidance Method Based on Deep Reinforcement Learning
    Liu, Zuocheng
    Neretin, Evgeny
    Gao, Xiaoguang
    Wan, Kaifang
    [J]. 2024 9TH INTERNATIONAL CONFERENCE ON CONTROL AND ROBOTICS ENGINEERING, ICCRE 2024, 2024, : 241 - 246
  • [6] Deep reinforcement learning based collision avoidance system for autonomous ships
    Wang, Yong
    Xu, Haixiang
    Feng, Hui
    He, Jianhua
    Yang, Haojie
    Li, Fen
    Yang, Zhen
    [J]. OCEAN ENGINEERING, 2024, 292
  • [7] Deep reinforcement learning-based collision avoidance for an autonomous ship
    Chun, Do-Hyun
    Roh, Myung-Il
    Lee, Hye-Won
    Ha, Jisang
    Yu, Donghun
    [J]. OCEAN ENGINEERING, 2021, 234
  • [8] Deep Reinforcement Learning for Collision Avoidance of Robotic Manipulators
    Sangiovanni, Bianca
    Rendiniello, Angelo
    Incremona, Gian Paolo
    Ferrara, Antonella
    Piastra, Marco
    [J]. 2018 EUROPEAN CONTROL CONFERENCE (ECC), 2018, : 2063 - 2068
  • [9] Pedestrian Collision Avoidance Using Deep Reinforcement Learning
    Alireza Rafiei
    Amirhossein Oliaei Fasakhodi
    Farshid Hajati
    [J]. International Journal of Automotive Technology, 2022, 23 : 613 - 622
  • [10] Static and Dynamic Collision Avoidance for Autonomous Robot Navigation in Diverse Scenarios based on Deep Reinforcement Learning
    Pico, Nabih
    Lee, Beomjoon
    Montero, Estrella
    Tadese, Meseret
    Auh, Eugene
    Doh, Myeongyun
    Moon, Hyungpil
    [J]. 2023 20TH INTERNATIONAL CONFERENCE ON UBIQUITOUS ROBOTS, UR, 2023, : 281 - 286