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Robust Motion Learning for Musculoskeletal Robots Based on a Recurrent Neural Network and Muscle Synergies 期刊论文
IEEE Transactions on Automation Science and Engineering, 2024, 页码: 1-16
作者:  Jiahao Chen;  Wu YX(吴亚雄);  Yao CJ(姚超竞);  Huang X(黄销)
Adobe PDF(4084Kb)  |  收藏  |  浏览/下载：43/9  |  提交时间：2024/06/04
Musculoskeletal system  Robots  Muscles  Reinforcement learning  Robustness  Learning systems  Recurrent neural networks  Musculoskeletal robots  recurrent neural network  muscle synergy  robustness  
Memory, attention, and muscle synergies based reinforcement and transfer learning for musculoskeletal robots under imperfect observation 期刊论文
IEEE/ASME Transactions on Mechatronics, 2024, 页码: doi:10.1109/TMECH.2024.3401045
作者:  Chen JH(陈嘉浩);  Wu YX(吴亚雄);  Qiao H(乔红)
Adobe PDF(5646Kb)  |  收藏  |  浏览/下载：19/4  |  提交时间：2024/06/04
Muscle synergy  musculoskeletal robots  reinforcement learning  
A Wire-driven Elastic Robotic Fish and its Design and CPG-Based Control 期刊论文
Journal of Intelligent & Robotic Systems, 2023, 卷号: 107, 期号: 1, 页码: 4
作者:  Xiaocun Liao;  Chao Zhou;  Jian Wang;  Junfeng Fan;  Zhuoliang Zhang
Adobe PDF(1749Kb)  |  收藏  |  浏览/下载：44/13  |  提交时间：2024/05/28
Robotic fish  Wire-driven mode  Elastic component  Kinematics model  Body wave  
A Fast Online Elastic-Spine-Based Stiffness Adjusting Mechanism for Fishlike Swimming 期刊论文
Soft Robotics, 2024, 页码: Ahead of Print
作者:  Xiaocun Liao;  Chao Zhou;  Long Cheng;  Jian Wang;  Junfeng Fan;  Zhuoliang Zhang
Adobe PDF(880Kb)  |  收藏  |  浏览/下载：124/37  |  提交时间：2024/05/08
Robotic fish  Elastic spine  Variable stiffness  Stiffness adjustment strategy  
A Wire-Driven Dual Elastic Fishtail With Energy Storing and Passive Flexibility 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2023, 页码: 12
作者:  Liao, Xiaocun;  Zhou, Chao;  Wang, Jian;  Tan, Min
Adobe PDF(5255Kb)  |  收藏  |  浏览/下载：206/18  |  提交时间：2023/12/21
Robotic fish  Energy storing  Stiffness optimization  Wire-driven mode  Passive flexibility  
Dynamic Modeling and Performance Analysis for a Wire-Driven Elastic Robotic Fish 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2022, 卷号: 7, 期号: 4, 页码: 11174-11181
作者:  Liao, Xiaocun;  Zhou, Chao;  Zou, Qianqian;  Wang, Jian;  Lu, Ben
Adobe PDF(2856Kb)  |  收藏  |  浏览/下载：264/10  |  提交时间：2022/11/14
Robotic fish  Lagrangian dynamics  Elastic component  Wire-driven mode