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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 & COMPLEXITY, 2024, 卷号: 37, 期号: 1, 页码: 82-113
作者:  Zhang, Jinhan;  Chen, Jiahao;  Zhong, Shanlin;  Qiao, Hong
收藏  |  浏览/下载:3/0  |  提交时间:2024/07/03
Basal ganglia and cerebellum  bio-inspired integration model  motion learning  muscu-loskeletal robot  reinforcement learning  
Optimizing Reward Function Weights and Enhancing Control Mechanisms for Bipedal Robots Using LSTM and Attention Mechanisms 会议论文
, 河北保定, 2023-8-16
作者:  Cui LZ(崔凌志);  Tianqi Deng;  Lihua Ma;  Wenhao He
Adobe PDF(541Kb)  |  收藏  |  浏览/下载:16/4  |  提交时间:2024/07/01
Locomotion Mode Recognition with Inertial Signals for Hip Joint Exoskeleton 期刊论文
Applied Bionics and Biomechanics, 2021, 页码: 1-11
作者:  Gang Du;  Jinchen Zeng;  Cheng Gong;  Zheng EH(郑恩昊)
Adobe PDF(718Kb)  |  收藏  |  浏览/下载:14/6  |  提交时间:2024/06/25
Extracting Muscle Geometrical Features With a Fabric-Based Wearable Sensor for Human Motion Intent Recognition 期刊论文
IEEE/ASME Transactions on Mechatronics, 2024, 页码: 1-11
作者:  Zheng EH(郑恩昊);  Jiacheng Wan;  Nanxing Hu;  Qining Wang
Adobe PDF(2867Kb)  |  收藏  |  浏览/下载:23/9  |  提交时间:2024/06/25
Sensors  Robot sensing systems  Muscles  Wearable sensors  Shape  Force  Feature extraction  Fabric-based sensors  human motion recognition  muscle features  wearable sensing  
A Learning Method for Feature Correspondence with Outliers 会议论文
, 加拿大, 2022
作者:  Yang X(杨旭);  Shao-Feng Zeng;  Yu Han;  Yuchen Lu;  Zhi-Yong Liu
Adobe PDF(5861Kb)  |  收藏  |  浏览/下载:21/6  |  提交时间:2024/06/21
Enhance Sample Efficiency and Robustness of End-to-end Urban Autonomous Driving via Semantic Masked World Model 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2024, 页码: 10.1109/TITS.2024.3400227
作者:  Zeyu Gao;  Yao Mu;  Chen Chen;  Jingliang Duan;  Ping Luo;  Yanfeng Lu;  Shengbo Eben Li
Adobe PDF(3954Kb)  |  收藏  |  浏览/下载:33/11  |  提交时间:2024/06/06
End-to-end autonomous driving  deep reinforcement learning  world model  
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:48/13  |  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:42/14  |  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:48/12  |  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:46/13  |  提交时间:2024/06/04
Musculoskeletal robot  Partial observable  Reinforcement learning  LSTM  Attention  Muscle synergy