Optimization-based parallel learning of quadruped robot locomotion skills

被引:0
|
作者
Zhang, Siyuan [1 ,2 ]
Zhu, Xiaoqing [1 ,2 ]
Chen, Jiangtao [1 ,2 ]
Liu, Xinyuan [1 ,2 ]
Wang, Tao [1 ,2 ]
机构
[1] Faculty of Information Technology, Beijing University of Technology, Beijing,100124, China
[2] Beijing Key Laboratory of Computational Intelligence and Intelligent System, Beijing Institute of Artificial Intelligence, Beijing University of Technology, Beijing,100124, China
关键词
Compendex;
D O I
10.16511/j.cnki.qhdxxb.2024.27.018
中图分类号
学科分类号
摘要
Adversarial machine learning - Biped locomotion - Deep learning - Deep reinforcement learning - Knowledge acquisition - Multipurpose robots
引用
收藏
页码:1696 / 1705
相关论文
共 50 条
  • [31] Analysis, Prototyping and Locomotion Control of a Quadruped Robot
    Souza, Lucas
    Mohr, Felipe
    Alencar, Brenda
    2023 LATIN AMERICAN ROBOTICS SYMPOSIUM, LARS, 2023 BRAZILIAN SYMPOSIUM ON ROBOTICS, SBR, AND 2023 WORKSHOP ON ROBOTICS IN EDUCATION, WRE, 2023, : 129 - 134
  • [32] Hopf Oscillator Based Adaptive Locomotion Control for A Bionic Quadruped Robot
    Liu, Handi
    Jia, Wenchuan
    Bi, Liangyu
    2017 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION (ICMA), 2017, : 949 - 954
  • [33] Morphological Optimization for Tensegrity Quadruped Locomotion
    Hustig-Schultz, Dawn
    SunSpiral, Vytas
    Teodorescu, Mircea
    2017 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2017, : 3990 - 3995
  • [34] Optimization-based dynamic motion planning and control for quadruped robots
    Guiyang Xin
    Michael Mistry
    Nonlinear Dynamics, 2024, 112 : 7043 - 7056
  • [35] CPG-Based Locomotion Control of a Quadruped Robot with an Active Spine
    Lian, Yunlong
    Wang, Tianyuan
    Ingham, Joe
    Post, Mark A.
    Tyrrell, Andy
    TOWARDS AUTONOMOUS ROBOTIC SYSTEMS, TAROS 2023, 2023, 14136 : 177 - 189
  • [36] New reptile based Omni-direction locomotion for a quadruped robot
    Bamdad, Mahdi
    Mardany, Arman
    2014 SECOND RSI/ISM INTERNATIONAL CONFERENCE ON ROBOTICS AND MECHATRONICS (ICROM), 2014, : 528 - 533
  • [37] Reinforcement Learning based Control of a Quadruped Robot
    Ancy, A.
    Jisha, V. R.
    2022 IEEE 19TH INDIA COUNCIL INTERNATIONAL CONFERENCE, INDICON, 2022,
  • [38] Sensitivity Analysis of Multi-objective Optimization of CPG Parameters for Quadruped Robot Locomotion
    Oliveira, Miguel
    Santos, Cristina P.
    Costa, Lino
    NUMERICAL ANALYSIS AND APPLIED MATHEMATICS (ICNAAM 2012), VOLS A AND B, 2012, 1479 : 495 - 498
  • [39] Hierarchical Reinforcement Learning for Quadruped Locomotion
    Jain, Deepali
    Iscen, Atil
    Caluwaerts, Ken
    2019 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2019, : 7551 - 7557
  • [40] Autonomous learning of stable quadruped locomotion
    Saggar, Manish
    D'Silva, Thomas
    Kohl, Nate
    Stone, Peter
    ROBOCUP 2006: ROBOT SOCCER WORLD CUP X, 2007, 4434 : 98 - +