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浏览/检索结果:
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Online Off-Policy Reinforcement Learning for Optimal Control of Unknown Nonlinear Systems Using Neural Networks
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 页码: 11
作者:
Zhu, Liao
;
Wei, Qinglai
;
Guo, Ping
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/07/03
Adaptive dynamic programming
nonlinear systems
online learning
optimal control
reinforcement learning (RL)
Enhancing Reinforcement Learning via Transformer-based State Predictive Representations
期刊论文
IEEE Transactions on Artificial Intelligence, 2024, 页码: 1 - 12
作者:
Liu MS(刘民颂)
;
Zhu YH(朱圆恒)
;
Chen YR(陈亚冉)
;
Zhao DB(赵冬斌)
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浏览/下载:0/0
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提交时间:2024/06/24
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
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浏览/下载:0/0
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提交时间:2024/07/03
Basal ganglia and cerebellum
bio-inspired integration model
motion learning
muscu-loskeletal robot
reinforcement learning
Synergetic Learning Neuro-Control for Unknown Affine Nonlinear Systems With Asymptotic Stability Guarantees
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 11
作者:
Zhu, Liao
;
Wei, Qinglai
;
Guo, Ping
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  |  
浏览/下载:4/0
  |  
提交时间:2024/07/03
Approximate dynamic programming (ADP)
neural network
off-policy
optimal control
reinforcement learning (RL)
Adaptive bias-variance trade-off in advantage estimator for actor-critic algorithms
期刊论文
NEURAL NETWORKS, 2024, 卷号: 169, 页码: 764-777
作者:
Chen, Yurou
;
Zhang, Fengyi
;
Liu, Zhiyong
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浏览/下载:4/0
  |  
提交时间:2024/02/22
Reinforcement Learning
Policy gradient
Actor-critic
Value function
Bias-variance trade-off
Adaptive Optimal Output Regulation of Interconnected Singularly Perturbed Systems With Application to Power Systems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 595-607
作者:
Jianguo Zhao
;
Chunyu Yang
;
Weinan Gao
;
Linna Zhou
;
Xiaomin Liu
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  |  
浏览/下载:5/0
  |  
提交时间:2024/02/19
Adaptive optimal control
decentralized control
output regulation
reinforcement learning (RL)
singularly perturbed systems (SPSs)
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
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浏览/下载:0/0
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提交时间:2024/06/04
Online Adaptive Dynamic Programming for Optimal Self-Learning Control of VTOL Aircraft Systems With Disturbances
期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2024, 卷号: 21, 期号: 1, 页码: 343-352
作者:
Wei, Qinglai
;
Yang, Zesheng
;
Su, Huaizhong
;
Wang, Lijian
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浏览/下载:0/0
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提交时间:2024/07/03
Adaptive dynamic programming (ADP)
VTOL aircraft system
policy iteration
neural network (NN)
optimal control
iterative errors
Synergetic learning for unknown nonlinear
H.
control using neural networks
期刊论文
NEURAL NETWORKS, 2023, 卷号: 168, 页码: 287-299
作者:
Zhu, Liao
;
Guo, Ping
;
Wei, Qinglai
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  |  
浏览/下载:4/0
  |  
提交时间:2023/12/21
H. control
Nonlinear systems
Adaptive dynamic programming
Temporal difference
Neural network
Data-driven
Efficient Hierarchical Reinforcement Learning via Mutual Information Constrained Subgoal Discovery
会议论文
长沙, 2023-11
作者:
Kaishen Wang
;
Jingqing Ruan
;
Qingyang Zhang
;
Dengpeng Xing
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  |  
浏览/下载:1/0
  |  
提交时间:2024/05/28
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