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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：30/13  |  提交时间：2024/06/25
Review on Peg-in-Hole Insertion Technology Based on Reinforcement Learning 会议论文
, Chongqing, China, 2023-11
作者:  Shen Liancheng;  Su Jianhua;  Zhang Xiaodong
Adobe PDF(254Kb)  |  收藏  |  浏览/下载：38/20  |  提交时间：2024/06/24
—Robot Peg-in-hole Insertion  Reinforcement Learning  Meta-Reinforcement Learning  
A Bio-Inspired Integration Model of Basal Ganglia and Cerebellum for Motion Learning of a Musculoskeletal Robot 期刊论文
Journal of Systems Science and Complexity, 2024, 卷号: 37, 页码: 82-113
作者:  Jinhan Zhang;  Jiahao Chen;  Shanlin Zhong;  Hong Qiao
Adobe PDF(1513Kb)  |  收藏  |  浏览/下载：57/15  |  提交时间：2024/06/04
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：24/6  |  提交时间：2024/06/04
Muscle synergy  musculoskeletal robots  reinforcement learning  
Motion Learning and Rapid Generalization for Musculoskeletal Systems Based on Recurrent Neural Network Modulated by Initial States 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 4, 页码: 1691-1704
作者:  Wang, Xiaona;  Chen, Jiahao;  Qiao, Hong
Adobe PDF(2080Kb)  |  收藏  |  浏览/下载：163/20  |  提交时间：2023/03/20
Muscles  Recurrent neural networks  Mathematical models  Bio-inspired control  Robot kinematics  Tendons  Musculoskeletal system  Biologically inspired control  motor cortex  movement preparation  musculoskeletal system  recurrent neural network (RNN)  
SURRL: Structural Unsupervised Representations for Robot Learning 期刊
创刊日期: 2022,
主办者:  Zhang FY(张丰一), Yurou Chen, Hong Qiao, Zhiyong Liu
Adobe PDF(7817Kb)  |  收藏  |  浏览/下载：297/103  |  提交时间：2023/01/12
Reinforcement learning  structural representations learning  multi-task learning  robotics  
Markovian Policy Network for Efficient Robot Learning 期刊
创刊日期: 2022,
主办者:  Zhang FY(张丰一), Yurou Chen, Zhiyong Liu
Adobe PDF(2453Kb)  |  收藏  |  浏览/下载：263/88  |  提交时间：2023/01/12
Efficient robot learning  Structural prior knowledge  Reinforcement learning  Graph neural network  
Editorial: Human inspired robotic intelligence and structure in demanding environments 期刊论文
FRONTIERS IN NEUROROBOTICS, 2022, 卷号: 16, 页码: 2
作者:  Chen, Jiahao;  Su, Hang;  Sandoval, Juan;  Zhang, Longbin;  Zhong, Shanlin
收藏  |  浏览/下载：177/0  |  提交时间：2022/11/14
demanding environments  human-robot interaction  robotic intelligence  dexterous manipulation  sensorimotor coordination  
A Survey of Multifingered Robotic Manipulation: Biological Results, Structural Evolvements, and Learning Methods 期刊论文
FRONTIERS IN NEUROROBOTICS, 2022, 卷号: 16, 页码: 21
作者:  Li, Yinlin;  Wang, Peng;  Li, Rui;  Tao, Mo;  Liu, Zhiyong;  Qiao, Hong
收藏  |  浏览/下载：237/0  |  提交时间：2022/07/25
multifingered hand  visual-motor control  multi-mode fusion  hand structural evolution  learning-based manipulation  
Trajectory-based Split Hindsight Reverse Curriculum Learning 会议论文
, Prague, Czech Republic, 2021-9
作者:  Wu, Jiaxi;  Zhang, Dianmin;  Zhong, Shanlin;  Qiao, Hong
Adobe PDF(5094Kb)  |  收藏  |  浏览/下载：244/61  |  提交时间：2022/06/14
Reinforcement Learning  Curriculum Learning