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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:57/13
  |  
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
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
Adobe PDF(2080Kb)
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收藏
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浏览/下载:160/19
  |  
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
收藏
  |  
浏览/下载:188/0
  |  
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)
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:240/0
  |  
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
Motor-Cortex-Like Recurrent Neural Network and Multi-Tasks Learning for the Control of Musculoskeletal Systems
期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2020, 卷号: 暂无, 期号: 暂无, 页码: 暂无
作者:
Jiahao Chen
;
Hong Qiao
Adobe PDF(1958Kb)
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收藏
  |  
浏览/下载:204/56
  |  
提交时间:2021/06/01
Biologically inspired
Musculoskeletal system
Neuromuscular control,
Motor cortex
Muscle synergy
Recurrent neural network
Muscle-synergies-based neuromuscular control for motion learning and generalization of a musculoskeletal system
期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2021, 卷号: 51, 期号: 6, 页码: 3993 - 4006
作者:
Jiahao Chen
;
Hong Qiao
Adobe PDF(2688Kb)
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收藏
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浏览/下载:248/67
  |  
提交时间:2021/06/01
Motion generalization
motion learning
muscle synergy
musculoskeletal system
neuromuscular control
Anti-interference analysis of bio-inspired musculoskeletal robotic system q
期刊论文
NEUROCOMPUTING, 2021, 卷号: 436, 页码: 114-125
作者:
Wu, Yaxiong
;
Chen, Jiahao
;
Qiao, Hong
收藏
  |  
浏览/下载:230/0
  |  
提交时间:2021/05/06
Musculoskeletal system
Biologically inspired
Muscle model
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:239/0
  |  
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
From Rough to Precise: Human-Inspired Phased Target Learning Framework for Redundant Musculoskeletal Systems
期刊论文
FRONTIERS IN NEUROROBOTICS, 2019, 卷号: 13, 期号: 61, 页码: 14
作者:
Zhou, Junjie
;
Chen, Jiahao
;
Deng, Hu
;
Qiao, Hong
Adobe PDF(3654Kb)
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收藏
  |  
浏览/下载:384/46
  |  
提交时间:2019/12/16
musculoskeletal system
human-inspired motion learning
noise in nervous system
reinforcement learning
phased target learning
Realizing human-like manipulation with a musculoskeletal system and biologically inspired control scheme
期刊论文
NEUROCOMPUTING, 2019, 卷号: 339, 期号: 暂无, 页码: 116-129
作者:
Jiahao Chen
;
Shanlin Zhong
;
Erlong Kang
;
Hong Qiao
Adobe PDF(4018Kb)
  |  
收藏
  |  
浏览/下载:419/59
  |  
提交时间:2019/07/12
Human-like manipulation
Musculoskeletal system
Biologically inspired
Muscle synergy
Attractive region in environment