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Highly Interpretable Representation for Multi-Dimensional Tactile Perception 期刊论文
IEEE Transactions on Medical Robotics and Bionics, 2024, 卷号: 6, 期号: 1, 页码: 340-350
作者:  Mei-Jiang Gui;  Xiao-Hu Zhou;  Xiao-Liang Xie;  Shi-Qi Liu;  Zhen-Qiu Feng;  Hao Li;  Tian-Yu Xiang;  De-Xing Huang;  Bo-Xian Yao;  Yong-Gen Ling;  Zeng-Guang Hou
Adobe PDF(8895Kb)  |  收藏  |  浏览/下载：24/8  |  提交时间：2024/06/25
Embedding Soft Material Channels for Tactile Sensing of Complex Surfaces-Structural Optimization 期刊论文
IEEE Sensors Journal, 2024, 页码: 3618 - 3627
作者:  Jian, Hu;  Shuai, Wang;  Guokai, Zhang;  Junghwan, Back;  Prokar, Dasgupta;  Hongbin, Liu
Adobe PDF(9692Kb)  |  收藏  |  浏览/下载：30/11  |  提交时间：2024/06/11
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：51/14  |  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：31/8  |  提交时间：2024/06/04
Biologically inspired control  motor preparation  motor primitive  musculoskeletal robot  recurrent neural network (RNN)  
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：23/6  |  提交时间：2024/06/04
Muscle synergy  musculoskeletal robots  reinforcement learning  
Multicontact Intrinsic Force Sensing Method of a Flexible Finger for Hand Assistance 期刊论文
IEEE Transactions on Instrumentation and Measurement, 2024, 卷号: 73, 页码: 1-12
作者:  Li, Guotao;  Zhang, Can;  Su, Can;  Liu, Zhijie;  Liang, Xu;  Cheng, Long;  Zeng-Guang Hou
Adobe PDF(14048Kb)  |  收藏  |  浏览/下载：66/18  |  提交时间：2024/04/25
Force  Sensors  Robot sensing systems  Exoskeletons  Springs  Robots  Friction  Flexible finger  force sensing  multipoint contact  static model  
Design and modeling of a bioinspired flexible finger exoskeleton for strength augmentation 期刊论文
IEEE/ASME Transactions on Mechatronics, 2024, 页码: 1-12
作者:  Li, Guotao;  Cheng, Long;  Zhang, Can
Adobe PDF(4765Kb)  |  收藏  |  浏览/下载：75/21  |  提交时间：2024/04/25
Flexible finger  kinematic model  stiffness  strength augmentation  wearable exoskeleton