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科研机构
自动化研究所 [4]
数学与系统科学研究院 [1]
内容类型
期刊论文 [5]
发表日期
2022 [5]
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Model-Free Reinforcement Learning by Embedding an Auxiliary System for Optimal Control of Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 4, 页码: 1520-1534
作者:
Xu, Zhenhui
;
Shen, Tielong
;
Cheng, Daizhan
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浏览/下载:15/0
  |  
提交时间:2022/06/21
Mathematical model
Trajectory
Heuristic algorithms
Optimal control
System dynamics
Artificial neural networks
Convergence
Approximate optimal control design
auxiliary trajectory
completely model-free
integral reinforcement learning (IRL)
Finite-Time Stability Control of Uncertain Nonlinear Systems With Self-Limiting Control Terms
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 6
作者:
Zhu, Jiaming
;
Yang, Yuequan
;
Zhang, Tianping
;
Cao, Zhiqiang
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浏览/下载:15/0
  |  
提交时间:2022/06/06
Artificial neural networks
Nonlinear systems
Control systems
Adaptive systems
Backstepping
Biological neural networks
Trajectory
Backstepping
dynamic surface control (DSC)
finite-time tracking
neural network (NN)
self-limiting term
Finite-Time Distributed Identification for Nonlinear Interconnected Systems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1188-1199
作者:
Farzaneh Tatari
;
Hamidreza Modares
;
Christos Panayiotou
;
Marios Polycarpou
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浏览/下载:11/0
  |  
提交时间:2022/06/27
Distributed concurrent learning
finite-time identification
nonlinear interconnected systems
unknown dynamics
Active Disturbance Rejection Control for Uncertain Nonlinear Systems With Sporadic Measurements
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 893-906
作者:
Kanghui He
;
Chaoyang Dong
;
Qing Wang
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浏览/下载:35/0
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提交时间:2022/04/24
Active disturbance rejection control (ADRC)
extended state observer (ESO)
sampled measurements
uncertain nonlinear systems
Fuzzy Set-Membership Filtering for Discrete-Time Nonlinear Systems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 6, 页码: 1026-1036
作者:
Jingyang Mao
;
Xiangyu Meng
;
Derui Ding
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浏览/下载:26/0
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提交时间:2022/05/30
Affine model
membership functions
set-membership filtering
stability
Takagi-Sugeno fuzzy modeling
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