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| 基于视觉表征的深度强化学习方法 学位论文 , 2024 作者: 刘民颂 Adobe PDF(10778Kb)  |  收藏  |  浏览/下载:46/4  |  提交时间:2024/06/22 深度强化学习,视觉表征学习,自监督学习,状态抽象,Transformer神经网络 |
| 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:70/21  |  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:54/20  |  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 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:59/15  |  提交时间:2024/06/04 |
| 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:60/18  |  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:38/11  |  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:72/22  |  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:61/15  |  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:48/15  |  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 |