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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:0/0
  |  
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
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  |  
浏览/下载:1/0
  |  
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
Continuous-Time Stochastic Policy Iteration of Adaptive Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 页码: 13
作者:
Wei, Qinglai
;
Zhou, Tianmin
;
Lu, Jingwei
;
Liu, Yu
;
Su, Shuai
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/11/17
Adaptive dynamic programming (ADP)
Hamilton-Jacobi-Bellman equation (HJBE)
nonlinear stochastic system
stochastic policy iteration (PI)
Bearing Capacity of Karst Cave Roof under Pile Foundation Load Using Limit Analysis
期刊论文
APPLIED SCIENCES-BASEL, 12, 2023, 卷号: 13, 页码: 7053
作者:
Li, Ze
;
Lu, Kaiyu
;
Liu, Wenlian
;
Wang HB(王和博)
;
Peng, Pu
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  |  
浏览/下载:8/0
  |  
提交时间:2023/07/17
karst foundation
bearing capacity
limit analysis
upper-bound method
nonlinear mathematical programming
Approximate Dynamic Programming for Event-Driven H-8 Constrained Control
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 页码: 11
作者:
Yang, Xiong
;
Xu, Mengmeng
;
Wei, Qinglai
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  |  
浏览/下载:0/0
  |  
提交时间:2023/11/17
Approximate dynamic programming (ADP)
event-driven control
H(8)control
input constraint
optimal control
Optimal Control of Nonlinear Systems Using Experience Inference Human-Behavior Learning
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 90-102
作者:
Adolfo Perrusquía
;
Weisi Guo
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浏览/下载:24/0
  |  
提交时间:2023/01/03
Experience inference
hippocampus learning system
linear time-variant (LTV) systems
neocortex/striatum learning systems
nonlinear systems
optimal control
A NOVEL AUGMENTED LAGRANGIAN METHOD OF MULTIPLIERS FOR OPTIMIZATION WITH GENERAL INEQUALITY CONSTRAINTS
期刊论文
MATHEMATICS OF COMPUTATION, 2022, 页码: 30
作者:
Liu, Xin-Wei
;
Dai, Yu-Hong
;
Huang, Ya-Kui
;
Sun, Jie
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  |  
浏览/下载:44/0
  |  
提交时间:2023/02/07
Nonlinear programming
inequality-constrained optimization
augmented Lagrangian method of multipliers
strong global convergence
local convergence
A semismooth Newton based augmented Lagrangian method for nonsmooth optimization on matrix manifolds
期刊论文
MATHEMATICAL PROGRAMMING, 2022, 页码: 61
作者:
Zhou, Yuhao
;
Bao, Chenglong
;
Ding, Chao
;
Zhu, Jun
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  |  
浏览/下载:7/0
  |  
提交时间:2023/02/07
Nonsmooth manifold optimization
Semismooth Newton method
Augmented Lagrangian method
Riemannian manifold
Monte Carlo-based reinforcement learning control for unmanned aerial vehicle systems
期刊论文
NEUROCOMPUTING, 2022, 卷号: 507, 页码: 282-291
作者:
Wei, Qinglai
;
Yang, Zesheng
;
Su, Huaizhong
;
Wang, Lijian
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  |  
浏览/下载:39/0
  |  
提交时间:2022/09/19
Reinforcement learning
Adaptive dynamic programming (ADP)
UAV control
Monte Carlo simulation
Neural networks
The augmented lagrangian method can approximately solve convex optimization with least constraint violation
期刊论文
MATHEMATICAL PROGRAMMING, 2022, 页码: 35
作者:
Dai, Yu-Hong
;
Zhang, Liwei
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  |  
浏览/下载:6/0
  |  
提交时间:2023/02/07
Convex optimization
Least constraint violation
Augmented Lagrangian method
Shifted problem
Optimal value mapping
Solution mapping
Dual function
Conjugate dual
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