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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)
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收藏
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浏览/下载:79/24
  |  
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)
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收藏
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浏览/下载:70/17
  |  
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)
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浏览/下载:33/9
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提交时间:2024/06/04
Muscle synergy
musculoskeletal robots
reinforcement learning
Improving performance of robots using human-inspired approaches: a survey
期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2022, 卷号: 65, 期号: 12, 页码: 31
作者:
Qiao, Hong
;
Zhong, Shanlin
;
Chen, Ziyu
;
Wang, Hongze
收藏
  |  
浏览/下载:168/0
  |  
提交时间:2023/03/20
human-inspired intelligent robots
brain-inspired intelligence
decision making
visual cognition
musculoskeletal robots
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
收藏
  |  
浏览/下载:192/0
  |  
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)
Bioinspired Gain-Modulated Recurrent Neural Network for Controlling Musculoskeletal Robot
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 16
作者:
Zhong, Shanlin
;
Zhou, Junjie
;
Qiao, Hong
收藏
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浏览/下载:263/0
  |  
提交时间:2022/01/27
Robots
Modulation
Robot kinematics
Neurons
Brain modeling
Recurrent neural networks
Encoding
Biologically inspired control
gain modulation
motor primitives
musculoskeletal robot
recurrent neural network (RNN)
A Survey of Brain-Inspired Intelligent Robots: Integration of Vision, Decision, Motion Control, and Musculoskeletal Systems
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 14
作者:
Qiao, Hong
;
Chen, Jiahao
;
Huang, Xiao
收藏
  |  
浏览/下载:248/0
  |  
提交时间:2022/01/27
Robots
Visualization
Task analysis
Brain modeling
Musculoskeletal system
Motion control
Decision making
Brain-inspired intelligent robots
decision making
muscle control
musculoskeletal robots
visual cognition
A survey of brain-inspired intelligent robots with integration of vision, decision, motion control and musculoskeletal systems
期刊论文
IEEE Transactions on Cybernetics, 2021, 卷号: 暂无, 期号: 暂无, 页码: 暂无
作者:
Hong Qiao
;
Jiahao Chen
;
Xiao Huang
Adobe PDF(1001Kb)
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收藏
  |  
浏览/下载:252/63
  |  
提交时间:2021/06/01
Brain-inspired intelligent robots
musculoskeletal robots
visual cognition
decision making
muscle control
Reducing Redundancy of Musculoskeletal Robot With Convex Hull Vertexes Selection
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2020, 卷号: 12, 期号: 3, 页码: 601-617
作者:
Zhong, Shanlin
;
Chen, Jiahao
;
Niu, Xingyu
;
Fu, Hang
;
Qiao, Hong
收藏
  |  
浏览/下载:249/0
  |  
提交时间:2021/01/07
Muscles
Robots
Mathematical model
Hardware
Redundancy
Numerical models
Convex hull vertexes
human-like robot
motion experiment
musculoskeletal system
reduce redundancy