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| 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![](/image/person.jpg)
Adobe PDF(1513Kb)  |   收藏  |  浏览/下载:52/14  |  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![](/image/person.jpg)
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![](/image/person.jpg)
Adobe PDF(3444Kb)  |   收藏  |  浏览/下载:30/8  |  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)![](/image/person.jpg)
Adobe PDF(6732Kb)  |   收藏  |  浏览/下载:61/18  |  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)![](/image/person.jpg)
Adobe PDF(4084Kb)  |   收藏  |  浏览/下载:53/13  |  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)![](/image/person.jpg)
Adobe PDF(5646Kb)  |   收藏  |  浏览/下载:22/6  |  提交时间:2024/06/04 Muscle synergy musculoskeletal robots reinforcement learning |
| Brain-inspired Intelligent Robotics: Theoretical Analysis and Systematic Application 期刊论文 Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 1-18 作者: Hong Qiao ; Ya-Xiong Wu; Shan-Lin Zhong ; Pei-Jie Yin; Jia-Hao Chen![](/image/person.jpg)
Adobe PDF(2207Kb)  |   收藏  |  浏览/下载:66/15  |  提交时间:2024/04/23 Brain-inspired intelligent robot software and hardware decision making muscle control cognitive intelligence |
| 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![](/image/person.jpg)
Adobe PDF(2080Kb)  |   收藏  |  浏览/下载:157/19  |  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) |
| Motor-Cortex-Like Recurrent Neural Network and Multitask Learning for the Control of Musculoskeletal Systems 期刊论文 IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 2, 页码: 424-436 作者: Chen, Jiahao ; Qiao, Hong![](/image/person.jpg)
![](/themes/default/image/downing1.png) 收藏  |  浏览/下载:187/0  |  提交时间:2022/07/25 Muscles Musculoskeletal system Robots Statistics Sociology Recurrent neural networks Neurons Biologically inspired motor cortex muscle synergy musculoskeletal system neuromuscular control recurrent neural network (RNN) |
| 肌肉骨骼机器人的脑启发式运动控制研究 学位论文 , 北京: 中国科学院大学, 2021 作者: 陈嘉浩![](/image/person.jpg)
Adobe PDF(15867Kb)  |   收藏  |  浏览/下载:304/14  |  提交时间:2021/06/01 肌肉骨骼机器人 脑启发式运动控制 肌肉协同激活 运动皮层神经编码 |