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浏览/检索结果:
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资助机构:National Natural Science Foundation of China
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Boosting On-Policy Actor-Critic With Shallow Updates in Critic
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 10
作者:
Li, Luntong
;
Zhu, Yuanheng
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2024/07/03
Artificial neural networks
Vectors
Task analysis
Training
Representation learning
Approximation algorithms
Optimization
Actor-critic
deep reinforcement learning (DRL)
proximal policy optimization (PPO)
shallow reinforcement learning (SRL)
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:7/0
  |  
提交时间:2024/07/03
Basal ganglia and cerebellum
bio-inspired integration model
motion learning
muscu-loskeletal robot
reinforcement learning
Molecular Contrastive Pretraining with Collaborative Featurizations
期刊论文
Journal of Chemical Information and Modeling (JCIM), 2024, 卷号: 64, 期号: 4, 页码: 1112–1122
作者:
Yanqiao Zhu
;
Dingshuo Chen
;
Yuanqi Du
;
Yingze Wang
;
Qiang Liu
;
Shu Wu
Adobe PDF(1868Kb)
  |  
收藏
  |  
浏览/下载:25/9
  |  
提交时间:2024/06/21
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:55/15
  |  
提交时间:2024/06/04
Musculoskeletal robot
Partial observable
Reinforcement learning
LSTM
Attention
Muscle synergy
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: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
Target-Following Control of a Biomimetic Autonomous System Based on Predictive Reinforcement Learning
期刊论文
BIOMIMETICS, 2024, 卷号: 9, 期号: 1, 页码: 19
作者:
Wang, Yu
;
Wang, Jian
;
Kang, Song
;
Yu, Junzhi
Adobe PDF(1553Kb)
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收藏
  |  
浏览/下载:81/18
  |  
提交时间:2024/03/26
biomimetic motion
biomimetic autonomous system
target following
deep reinforcement learning
predictive control
Multistep Look-Ahead Policy Iteration for Optimal Control of Discrete-Time Nonlinear Systems With Isoperimetric Constraints
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 卷号: 54, 期号: 3, 页码: 1414-1426
作者:
Li, Tao
;
Wei, Qinglai
;
Wang, Fei-Yue
Adobe PDF(784Kb)
  |  
收藏
  |  
浏览/下载:119/21
  |  
提交时间:2024/02/22
Performance analysis
Optimal control
Dynamic programming
Iterative algorithms
Upper bound
Measurement
Convergence
Adaptive dynamic programming (ADP)
isoperimetric constraints
nonlinear systems
optimal control
policy iteration
CASOG: Conservative Actor–Critic With SmOoth Gradient for Skill Learning in Robot-Assisted Intervention
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2023, 页码: 10
作者:
Li, Hao
;
Zhou, Xiao-Hu
;
Xie, Xiao-Liang
;
Liu, Shi-Qi
;
Feng, Zhen-Qiu
;
Hou, Zeng-Guang
收藏
  |  
浏览/下载:92/0
  |  
提交时间:2024/02/22
Deep neural network
offline reinforcement learning
robot-assisted intervention
vascular robotic system
Multiagent-Reinforcement-Learning-Based Stable Path Tracking Control for a Bionic Robotic Fish With Reaction Wheel
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2023, 卷号: 70, 期号: 12, 页码: 12670-12679
作者:
Qiu, Changlin
;
Wu, Zhengxing
;
Wang, Jian
;
Tan, Min
;
Yu, Junzhi
Adobe PDF(1587Kb)
  |  
收藏
  |  
浏览/下载:176/19
  |  
提交时间:2023/11/17
Multiagent reinforcement learning (MARL)
path tracking control
reaction wheel
robotic fish
underwater robot
Hierarchical Policy Learning With Demonstration Learning for Robotic Multiple Peg-in-Hole Assembly Tasks
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 10, 页码: 10254-10264
作者:
Yan, Shaohua
;
Xu, De
;
Tao, Xian
Adobe PDF(4845Kb)
  |  
收藏
  |  
浏览/下载:132/13
  |  
提交时间:2023/11/17
Assembly model
demonstration learning (DL)
force-based control algorithm
hierarchical reinforcement learning (HRL)
peg-in-hole assembly