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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
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浏览/下载:0/0
  |  
提交时间:2024/07/03
Adaptive dynamic programming
nonlinear systems
online learning
optimal control
reinforcement learning (RL)
Nearly optimal stabilization of unknown continuous-time nonlinear systems: A new parallel control approach
期刊论文
NEUROCOMPUTING, 2024, 卷号: 578, 页码: 12
作者:
Lu, Jingwei
;
Wang, Xingxia
;
Wei, Qinglai
;
Wang, Fei-Yue
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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)
Integral reinforcement learning (IRL)
Nearly optimal control
Nonaffine nonlinearity
Parallel control
Unknown nonlinear systems
Research, Application and Future Prospect of Mode Decomposition in Fluid Mechanics
期刊论文
SYMMETRY-BASEL, 2024, 卷号: 16, 期号: 2, 页码: 22
作者:
Long, Yun
;
Guo, Xi'an
;
Xiao TB(肖天白)
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  |  
浏览/下载:3/0
  |  
提交时间:2024/04/15
fluid mechanics
modal decomposition technology
proper orthogonal decomposition
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:0/0
  |  
提交时间:2024/07/03
Approximate dynamic programming (ADP)
neural network
off-policy
optimal control
reinforcement learning (RL)
Noise-Tolerant ZNN-Based Data-Driven Iterative Learning Control for Discrete Nonaffine Nonlinear MIMO Repetitive Systems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 344-361
作者:
Yunfeng Hu
;
Chong Zhang
;
Bo Wang
;
Jing Zhao
;
Xun Gong
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浏览/下载:4/0
  |  
提交时间:2024/01/23
Adaptive control
control system synthesis
data-driven iterative learning control
neurocontroller
nonlinear discrete time systems
Dynamic Constraint-Driven Event-Triggered Control of Strict-Feedback Systems Without Max/Min Values on Irregular Constraints
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 569-580
作者:
Zhuwu Shao
;
Yujuan Wang
;
Zeqiang Li
;
Yongduan Song
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浏览/下载:2/0
  |  
提交时间:2024/02/19
Adaptive control
dynamic constraint-driven event-triggered control
irregular output constraints
nonlinear strict-feedback systems
Data-Based Filters for Non-Gaussian Dynamic Systems With Unknown Output Noise Covariance
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 866-877
作者:
Elham Javanfar
;
Mehdi Rahmani
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浏览/下载:1/0
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提交时间:2024/03/18
Data-based filter
maximum likelihood estimation
unknown covariance
weighted maximum likelihood estimation
weighted sum-of-norms clustering
Recent Progress in Reinforcement Learning and Adaptive Dynamic Programming for Advanced Control Applications
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 18-36
作者:
Ding Wang
;
Ning Gao
;
Derong Liu
;
Jinna Li
;
Frank L. Lewis
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  |  
浏览/下载:3/0
  |  
提交时间:2024/01/02
Adaptive dynamic programming (ADP)
advanced control
complex environment
data-driven control
event-triggered design
intelligent control
neural networks
nonlinear systems
optimal control
reinforcement learning (RL)
Event-Triggered-Based Consensus Neural Network Tracking Control for Nonlinear Pure-Feedback Multiagent Systems With Delayed Full-State Constraints
期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2023, 页码: 11
作者:
Wang, Xiao-An
;
Zhang, Guang-Ju
;
Niu, Ben
;
Wang, Ding
;
Wang, Xiao-Mei
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  |  
浏览/下载:1/0
  |  
提交时间:2024/02/22
Nonlinear multiagent systems
delayed full state constraints
event-triggered design
asymptotic tracking control
adaptive control
Modeling and Control of an Octopus Inspired Soft Arm under Prescribed Spatial Motion Constraints
期刊论文
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2023, 卷号: 109, 期号: 4, 页码: 18
作者:
Ma, Jie
;
Han, Zhiji
;
Liu, Zhijie
;
Li, Guotao
;
He, Wei
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  |  
浏览/下载:4/0
  |  
提交时间:2024/02/22
Soft robot
Four-longitudinal muscle
Dynamic model
Actuator modeling
Performance constraint
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