Integrated Guidance and Control for Missile Using Deep Reinforcement Learning

被引：0
|
作者：
Pei, Pei [1 ,2 ]
He, Shao-Ming [1 ,2 ]
Wang, Jiang [1 ,2 ]
Lin, De-Fu [1 ,2 ]
机构：
[1] School of Aerospace Engineering, Beijing Institute of Technology, Beijing,100081, China
[2] Beijing Key Laboratory of UAV Autonomous Control, Beijing Institute of Technology, Beijing,100081, China
来源：
Yuhang Xuebao/Journal of Astronautics | 2021年 / 42卷 / 10期
关键词：
D O I：
10.3873/j.issn.1000-1328.2021.10.010
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1293 / 1304
相关论文
共 50 条
  • [1] Computational Missile Guidance: A Deep Reinforcement Learning Approach
    He, Shaoming
    Shin, Hyo-Sang
    Tsourdos, Antonios
    [J]. JOURNAL OF AEROSPACE INFORMATION SYSTEMS, 2021, 18 (08): : 571 - 582
  • [2] Deep reinforcement learning-based robust missile guidance
    Ahn, Jeongsu
    Shin, Jongho
    Kim, Hyeong-Geun
    [J]. 2022 22ND INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS 2022), 2022, : 927 - 930
  • [3] Missile Attitude Control Based on Deep Reinforcement Learning
    Li, Bohao
    Ma, Fei
    Wu, Yunjie
    [J]. 2020 IEEE 16TH INTERNATIONAL CONFERENCE ON CONTROL & AUTOMATION (ICCA), 2020, : 931 - 936
  • [4] INTEGRATED GUIDANCE AND CONTROL FOR PINPOINT MARS LANDING USING REINFORCEMENT LEARNING
    Gaudet, Brian
    Linares, Richard
    Furfaro, Roberto
    [J]. ASTRODYNAMICS 2018, PTS I-IV, 2019, 167 : 3135 - 3154
  • [5] Integrated Guidance and Control of Missile Using Subspace Stabilization Method
    Sun, Ruisheng
    Liu, Pengyun
    Shen, Jianping
    [J]. MECHATRONICS AND INTELLIGENT MATERIALS II, PTS 1-6, 2012, 490-495 : 1161 - +
  • [6] Missile guidance with assisted deep reinforcement learning for head-on interception of maneuvering target
    Weifan Li
    Yuanheng Zhu
    Dongbin Zhao
    [J]. Complex & Intelligent Systems, 2022, 8 : 1205 - 1216
  • [7] Deep reinforcement learning based missile guidance law design for maneuvering target interception
    Du, Mingjian
    Peng, Chi
    Ma, Jianjun
    [J]. 2021 PROCEEDINGS OF THE 40TH CHINESE CONTROL CONFERENCE (CCC), 2021, : 3733 - 3738
  • [8] Missile guidance with assisted deep reinforcement learning for head-on interception of maneuvering target
    Li, Weifan
    Zhu, Yuanheng
    Zhao, Dongbin
    [J]. COMPLEX & INTELLIGENT SYSTEMS, 2022, 8 (02) : 1205 - 1216
  • [9] A hierarchical reinforcement learning method for missile evasion and guidance
    Yan, Mengda
    Yang, Rennong
    Zhang, Ying
    Yue, Longfei
    Hu, Dongyuan
    [J]. SCIENTIFIC REPORTS, 2022, 12 (01)
  • [10] A hierarchical reinforcement learning method for missile evasion and guidance
    Mengda Yan
    Rennong Yang
    Ying Zhang
    Longfei Yue
    Dongyuan Hu
    [J]. Scientific Reports, 12
12345