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浏览/检索结果:
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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
收藏
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浏览/下载:33/0
  |  
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
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
Adobe PDF(1945Kb)
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浏览/下载:242/180
  |  
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)
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:88/0
  |  
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
Assessing the Causal Effects of Climate Change on Vegetation Dynamics in Northeast China Using Convergence Cross-Mapping
期刊论文
IEEE ACCESS, 2023, 卷号: 11, 页码: 115367-115379
作者:
Wu, Jiapei
;
Zhou, Yuke
;
Wang, Han
;
Wang, Xiaoying
;
Wang, Jiaojiao
收藏
  |  
浏览/下载:77/0
  |  
提交时间:2023/12/21
Vegetation mapping
Climate change
Atmospheric measurements
Dynamic programming
Temperature sensors
Meteorological factors
Forestry
Terrestrial atmosphere
Remote sensing
Nonlinear systems
Vegetation dynamic
climate change
causal links
convergent cross mapping
empirical dynamic model
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:71/0
  |  
提交时间:2023/12/21
H. control
Nonlinear systems
Adaptive dynamic programming
Temporal difference
Neural network
Data-driven
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
;
Xiao, Jun
收藏
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浏览/下载:99/0
  |  
提交时间:2023/11/17
Adaptive dynamic programming (ADP)
Hamilton-Jacobi-Bellman equation (HJBE)
nonlinear stochastic system
stochastic policy iteration (PI)
Dynamic Event-Sampled Control of Interconnected Nonlinear Systems Using Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:
Yang, Xiong
;
Xu, Mengmeng
;
Wei, Qinglai
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  |  
浏览/下载:218/0
  |  
提交时间:2022/07/25
Asymptotic stability
Interconnected systems
Decentralized control
Closed loop systems
Artificial neural networks
Optimal control
Nonlinear dynamical systems
Adaptive dynamic programming (ADP)
decentralized control
event-based control
interconnected system
reinforcement learning (RL)
A New Approach to Finite-Horizon Optimal Control for Discrete-Time Affine Nonlinear Systems via a Pseudolinear Method
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2022, 卷号: 67, 期号: 5, 页码: 2610-2617
作者:
Wei, Qinglai
;
Zhu, Liao
;
Li, Tao
;
Liu, Derong
收藏
  |  
浏览/下载:196/0
  |  
提交时间:2022/07/25
Time-varying systems
Nonlinear systems
Optimal control
Heuristic algorithms
Dynamic programming
Neural networks
Linear systems
Adaptive dynamic programming
approximate dynamic programming
finite horizon
nonlinear systems
optimal control
pseudolinear approximation
Event-Triggered Near-Optimal Control for Unknown Discrete-Time Nonlinear Systems Using Parallel Control
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 15
作者:
Lu, Jingwei
;
Wei, Qinglai
;
Zhou, Tianmin
;
Wang, Ziyang
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:191/0
  |  
提交时间:2022/07/25
Nonlinear systems
Optimal control
Control systems
Performance analysis
Stability criteria
Iterative algorithms
Heuristic algorithms
Adaptive dynamic programming (ADP)
event-triggered control
near-optimal control
parallel control
reinforcement learning (RL)
unknown nonlinear systems
Discounted Iterative Adaptive Critic Designs With Novel Stability Analysis for Tracking Control
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1262-1272
作者:
Mingming Ha
;
Ding Wang
;
Derong Liu
Adobe PDF(1832Kb)
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收藏
  |  
浏览/下载:197/66
  |  
提交时间:2022/06/27
Adaptive critic design
adaptive dynamic programming (ADP)
approximate dynamic programming
discrete-time nonlinear systems
reinforcement learning
stability analysis
tracking control
value iteration (VI)