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Gait Learning for 3D Bipedal Robots Based on a Combined Strategy of Hybrid Zero Dynamics Feedback Control and Periodic Reward 会议论文
, 中国湖南长沙, 2024-5-25
作者:  Cui LZ(崔凌志);  Tianqi Deng;  Lihua Ma;  Wenhao He
Adobe PDF(690Kb)  |  收藏  |  浏览/下载:5/3  |  提交时间:2024/07/01
Real-Time Wrist Motion Decoding With High Framerate Electrical Impedance Tomography (EIT) 期刊论文
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2022, 页码: 690 - 699
作者:  Xiaodong Liu;  Enhao Zheng;  Qining Wang
Adobe PDF(2835Kb)  |  收藏  |  浏览/下载:6/2  |  提交时间:2024/06/25
Identification of muscle morphology with noncontact capacitive sensing: Preliminary study 会议论文
, Montreal, QC, Canada, 20-24 July 2020
作者:  Zheng EH(郑恩昊);  Jiacheng Wan;  Dongfang Xu;  Qining Wang;  Hong Qiao
Adobe PDF(1192Kb)  |  收藏  |  浏览/下载:12/3  |  提交时间:2024/06/25
Toward a human-machine interface based on electrical impedance tomography for robotic manipulator control 会议论文
, Macau, China, 03-08 November 2019
作者:  Enhao Zheng;  Yuhua Li;  Qining Wang;  Hong Qiao
Adobe PDF(2629Kb)  |  收藏  |  浏览/下载:16/7  |  提交时间:2024/06/25
Distributed nonsynchronous event-triggered state estimation of genetic regulatory networks with hidden Markovian jumping parameters 期刊论文
Mathematical Biosciences and Engineering, 2022, 卷号: 19, 期号: 12, 页码: 13878-13910.
作者:  Chao Ma;  Yanfeng Lu
Adobe PDF(976Kb)  |  收藏  |  浏览/下载:22/6  |  提交时间:2024/06/06
A memory and attention-based reinforcement learning for musculoskeletal robots with prior knowledge of muscle synergies 期刊论文
Robotic Intelligence and Automation, 2024, 卷号: 44, 期号: 2, 页码: 316-333
作者:  Xiaona Wang;  Jiahao Chen;  Hong Qiao
Adobe PDF(2591Kb)  |  收藏  |  浏览/下载:34/10  |  提交时间:2024/06/04
Musculoskeletal robot  Partial observable  Reinforcement learning  LSTM  Attention  Muscle synergy  
Motion Learning for Musculoskeletal Robots Based on Cortex-Inspired Motor Primitives and Modulation 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2024, 卷号: 16, 期号: 2, 页码: 744-756
作者:  Xiaona Wang;  Jiahao Chen;  Wei Wu
Adobe PDF(3444Kb)  |  收藏  |  浏览/下载:23/5  |  提交时间:2024/06/04
Biologically inspired control  motor preparation  motor primitive  musculoskeletal robot  recurrent neural network (RNN)  
Neural Manifold Modulated Continual Reinforcement Learning for Musculoskeletal Robots 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2024, 卷号: 16, 期号: 1, 页码: 86-99
作者:  Chen JH(陈嘉浩);  Chen ZY(陈紫渝);  Yao CJ(姚超竞);  Qiao H(乔红)
Adobe PDF(6732Kb)  |  收藏  |  浏览/下载:44/9  |  提交时间:2024/06/04
Continual reinforcement learning  musculoskeletal robots  neural manifold  recurrent neural network (RNN)  
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:37/6  |  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:17/3  |  提交时间:2024/06/04
Muscle synergy  musculoskeletal robots  reinforcement learning