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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:2/0
  |  
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
收藏
  |  
浏览/下载:2/0
  |  
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
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
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/07/03
Approximate dynamic programming (ADP)
neural network
off-policy
optimal control
reinforcement learning (RL)
Geometric Programming for Nonlinear Satellite Buffer Networks With Time Delays under
L
1
-Gain Performance
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 554-556
作者:
Yukang Cui
;
Yihui Huang
;
Michael V. Basin
;
Zongze Wu
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  |  
浏览/下载:0/0
  |  
提交时间:2024/01/23
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:6/0
  |  
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)
A systematic 3-D magnetic particle imaging simulation model for quantitative analysis of reconstruction image quality
期刊论文
Computer Methods and Programs in Biomedicine, 2024, 卷号: 252, 页码: 108250-108250
作者:
Yusong Shen
;
Liwen Zhang
;
Hui Hui
;
Lishuang Guo
;
Tan Wang
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  |  
浏览/下载:1/0
  |  
提交时间:2024/06/11
Optimal Strategy for Aircraft Pursuit-evasion Games via Self-play Iteration
期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 585-596
作者:
Xin Wang
;
Qing-Lai Wei
;
Tao Li
;
Jie Zhang
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  |  
浏览/下载:0/0
  |  
提交时间:2024/05/23
Differential games, pursuit-evasion games, nonlinear control, optimal control, Nash equilibrium solution
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, 页码: 13
作者:
Li, Tao
;
Wei, Qinglai
;
Wang, Fei-Yue
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  |  
浏览/下载:2/0
  |  
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
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
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/12/21
H. control
Nonlinear systems
Adaptive dynamic programming
Temporal difference
Neural network
Data-driven
Robust Optimal Parallel Tracking Control Based on Adaptive Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2023, 页码: 14
作者:
Wei, Qinglai
;
Jiao, Shanshan
;
Wang, Fei-Yue
;
Dong, Qi
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/12/21
Optimal control
Control systems
Uncertainty
Robust control
Performance analysis
Dynamic programming
Uncertain systems
ADP
NN
nonlinear robust optimal control
parallel control
tracking control
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