An Information-Assisted Deep Reinforcement Learning Path Planning Scheme for Dynamic and Unknown Underwater Environment

被引:0
|
作者
Xi, Meng [1 ]
Yang, Jiachen [1 ]
Wen, Jiabao [1 ]
Li, Zhengjian [1 ]
Lu, Wen [2 ]
Gao, Xinbo [2 ]
机构
[1] School of Electrical and Information Engineering, Tianjin University, Tianjin, China
[2] School of Electronic Engineering, Xidian University, Xi’an, China
关键词
Engineering Village;
D O I
暂无
中图分类号
学科分类号
摘要
Autonomous underwater vehicle - Autonomous underwater vehicles] - Dynamic environments - Heuristics algorithm - Neural-networks - Ocean - Reinforcement learnings - Robustness - Vehicle's dynamics
引用
收藏
页码:1 / 12
相关论文
共 50 条
  • [1] An Information-Assisted Deep Reinforcement Learning Path Planning Scheme for Dynamic and Unknown Underwater Environment
    Xi, Meng
    Yang, Jiachen
    Wen, Jiabao
    Li, Zhengjian
    Lu, Wen
    Gao, Xinbo
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2025, 36 (01) : 842 - 853
  • [2] Dynamic Path Planning of Unknown Environment Based on Deep Reinforcement Learning
    Lei, Xiaoyun
    Zhang, Zhian
    Dong, Peifang
    JOURNAL OF ROBOTICS, 2018, 2018
  • [3] Path planning of autonomous underwater vehicle in unknown environment based on improved deep reinforcement learning
    Tang, Zhicheng
    Cao, Xiang
    Zhou, Zihan
    Zhang, Zhoubin
    Xu, Chen
    Dou, Jianbin
    OCEAN ENGINEERING, 2024, 301
  • [4] Path Planning for Autonomous Vehicles in Unknown Dynamic Environment Based on Deep Reinforcement Learning
    Hu, Hui
    Wang, Yuge
    Tong, Wenjie
    Zhao, Jiao
    Gu, Yulei
    APPLIED SCIENCES-BASEL, 2023, 13 (18):
  • [5] Path planning in an unknown environment based on deep reinforcement learning with prior knowledge
    Lou, Ping
    Xu, Kun
    Jiang, Xuemei
    Xiao, Zheng
    Yan, Junwei
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 41 (06) : 5773 - 5789
  • [6] Deep reinforcement learning-based path planning method for underwater gliders in unknown 3D marine environment
    Jiang, Nan
    Zhao, Qinghai
    Wang, Jirong
    SHIPS AND OFFSHORE STRUCTURES, 2025, 20 (01) : 121 - 132
  • [7] Immune deep reinforcement learning-based path planning for mobile robot in unknown environment
    Yan, Chengliang
    Chen, Guangzhu
    Li, Yang
    Sun, Fuchun
    Wu, Yuanyuan
    APPLIED SOFT COMPUTING, 2023, 145
  • [8] Path Planning of Autonomous Mobile Robot in Comprehensive Unknown Environment Using Deep Reinforcement Learning
    Bai, Zekun
    Pang, Hui
    He, Zhaonian
    Zhao, Bin
    Wang, Tong
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (12): : 22153 - 22166
  • [9] Novel deep reinforcement learning based collision avoidance approach for path planning of robots in unknown environment
    Alharthi, Raed
    Noreen, Iram
    Khan, Amna
    Aljrees, Turki
    Riaz, Zoraiz
    Innab, Nisreen
    PLOS ONE, 2025, 20 (01):
  • [10] A Real-Time USV Path Planning Algorithm in Unknown Environment Based on Deep Reinforcement Learning
    Zhou, Zhi-Guo
    Zheng, Yi-Peng
    Liu, Kai-Yuan
    He, Xu
    Qu, Chong
    Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology, 2019, 39 : 86 - 92