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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
Adobe PDF(1513Kb)  |  收藏  |  浏览/下载：57/15  |  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：58/17  |  提交时间：2024/06/04
Musculoskeletal robot  Partial observable  Reinforcement learning  LSTM  Attention  Muscle synergy  
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：71/22  |  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：60/14  |  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  
Untethered quadrupedal hopping and bounding on a trampoline 期刊论文
Frontiers of mechanical engineering, 2019, 卷号: 15, 期号: 2, 页码: 181-192
作者:  Wang, Boxing;  Zhou, Chunlin;  Duan, Ziheng;  Zhu, Qichao;  Wu, Jun;  Xiong, Rong
Adobe PDF(1620Kb)  |  收藏  |  浏览/下载：234/71  |  提交时间：2022/04/07
hopping and bounding gait  compliant mechanism  compliant contact  balance control strategy  legged locomotion control  quadruped robot  
A Multi-module Controller for Walking Quadruped Robots 期刊论文
Journal of Bionic Engineering, 2019, 卷号: 16, 期号: 1, 页码: 253-263
作者:  Wang, Boxing;  Wan, Ziwei;  Zhou, Chunlin;  Wu, Jun;  Qiu, Yanfeng;  Gao, Zhijun
Adobe PDF(2969Kb)  |  收藏  |  浏览/下载：208/64  |  提交时间：2022/04/07
Central Pattern Generator  open-loop stability  agile locomotion control  quadruped robots