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CASIA OpenIR

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High performance assembly of complex structural parts in special environments – research on space manipulator assisted module docking method 期刊论文
Robotic Intelligence and Automation, 2023, 卷号: 43, 期号: 2, 页码: 122-131
作者:  Liu Y(刘洋);  Chen ZY(陈紫渝);  Gao J(高洁);  Gan S(甘帅);  Kang EL(康二龙)
Adobe PDF(3109Kb)  |  收藏  |  浏览/下载：75/23  |  提交时间：2024/06/05
Complex parts assembly  Manipulator-assisted docking  Attractive region in environment  Constraint region analysis  
Compliant peg-in-hole assembly for nonconvex axisymmetric components based on attractive region in environment 期刊论文
Robotica, 2023, 卷号: 41, 期号: 8, 页码: 2314 - 2336
作者:  Liu Y(刘洋);  Chen ZY(陈紫渝);  Qiao H(乔红);  Gan S(甘帅)
Adobe PDF(2042Kb)  |  收藏  |  浏览/下载：56/22  |  提交时间：2024/06/05
automation  motion planning  nonconvex axisymmetric parts  high-precision peg-in-hole assembly  constraint region analysis  attractive region in environment  
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：62/18  |  提交时间：2024/06/04
Musculoskeletal robot  Partial observable  Reinforcement learning  LSTM  Attention  Muscle synergy  
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：65/15  |  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：25/6  |  提交时间：2024/06/04
Muscle synergy  musculoskeletal robots  reinforcement learning  
Optimal grasp force for robotic grasping and in-hand manipulation with impedance control 期刊论文
Assembly Automation, 2021, 卷号: 41, 期号: 2, 页码: 208-220
作者:  Li XQ(李小青);  Chen ZY(陈紫渝);  Ma C(马超)
Adobe PDF(1324Kb)  |  收藏  |  浏览/下载：50/16  |  提交时间：2024/06/04
Impedance control  In-hand manipulation  Grasp force control  Grasp quality optimization  Robotic grasping  Index terms grasp force control  
Structure transforming for constructing constraint force field in musculoskeletal robot 期刊论文
ASSEMBLY AUTOMATION, 2021, 卷号: 42, 期号: 2, 页码: 169-180
作者:  Zhong, Shanlin;  Chen, Ziyu;  Zhou, Junjie
Adobe PDF(2152Kb)  |  收藏  |  浏览/下载：382/71  |  提交时间：2021/12/28
High precision  Attractive region in environment  Constraint force field  Musculoskeletal robot