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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
收藏
  |  
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 Near-Optimal Control of Discrete-Time Constrained Nonlinear Systems With Application to a Boiler-Turbine System
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 卷号: 18, 期号: 6, 页码: 3926-3935
作者:
Wei, Qinglai
;
Lu, Jingwei
;
Zhou, Tianmin
;
Cheng, Xiang
;
Wang, Fei-Yue
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  |  
浏览/下载:26/0
  |  
提交时间:2022/06/06
Optimal control
Nonlinear systems
Informatics
Control systems
Performance analysis
Mathematical models
Upper bound
Adaptive dynamic programming (ADP)
boiler-turbine system (BTS)
control constraints
event-triggered
nonlinear optimal control
parallel control
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:15/0
  |  
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
Event-triggered optimal control for discrete-time multi-player non-zero-sum games using parallel control
期刊论文
INFORMATION SCIENCES, 2022, 卷号: 584, 页码: 519-535
作者:
Lu, Jingwei
;
Wei, Qinglai
;
Wang, Ziyang
;
Zhou, Tianmin
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2021/12/28
Event-triggered
Non-zero-sum games
Parallel control
Neural network
Adaptive dynamic programming
Event-Triggered Optimal Parallel Tracking Control for Discrete-Time Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 13
作者:
Lu, Jingwei
;
Wei, Qinglai
;
Liu, Yujia
;
Zhou, Tianmin
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2022/01/27
Nonlinear systems
Trajectory
Optimal control
Control systems
Mathematical model
Steady-state
Dynamic programming
Adaptive dynamic programming (ADP)
event-triggered
neural network (NN)
nonlinear optimal control
parallel control
parallel system
tracking control
Event-Triggered Adaptive Critic Control Design for Discrete-Time Constrained Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 9, 页码: 3158-3168
作者:
Ha, Mingming
;
Wang, Ding
;
Liu, Derong
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  |  
浏览/下载:7/0
  |  
提交时间:2020/09/28
Nonlinear systems
Actuators
Discrete-time systems
Dynamic programming
Optimal control
Adaptive systems
Adaptive dynamic programming (ADP)
control constraints
event-triggered control
heuristic dynamic programming (HDP)
neural networks
nonlinear discrete-time system
Event-triggered adaptive dynamic programming for discrete-time multi-player games
期刊论文
INFORMATION SCIENCES, 2020, 卷号: 506, 页码: 457-470
作者:
Wang, Ziyang
;
Wei, Qinglai
;
Liu, Derong
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  |  
浏览/下载:80/0
  |  
提交时间:2019/12/16
Adaptive dynamic programming
Neural network
Event-triggered control
Multi-player game
Synchronization Control for A Class of Discrete Time-Delay Complex Dynamical Networks: A Dynamic Event-Triggered Approach
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 页码: 1979-1986
作者:
Li, Qi[1]
;
Shen, Bo[2]
;
Wang, Zidong[3]
;
Huang, Tingwen[4]
;
Luo, Jun[5]
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2019/04/22
Complex dynamical networks
discrete-time systems
dynamic event-triggered scheme
synchronization control
time delays
Optimization in curbing risk contagion among financial institutes
期刊论文
AUTOMATICA, 2018, 卷号: 94, 页码: 214-220
作者:
Ye, Xiang-Shen
;
Xue, Ruo-Bing
;
Gao, Jianjun
;
Cao, Xi-Ren
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/08/22
Direct-comparison based optimization
Discrete event systems
Perturbation analysis
Financial network
Markov decision problems
Risk contagion
Policy iteration
Sensitivity
A novel triggering condition of event-triggered control based on heuristic dynamic programming for discrete-time systems
期刊论文
Optimal Control Applications & Methods, 2018, 卷号: 39, 期号: 4, 页码: 1467-1478
作者:
Wang, Ziyang
;
Wei, Qinglai
;
Liu, Derong
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  |  
浏览/下载:0/0
  |  
提交时间:2020/03/20
Adaptive Dynamic Design
Adaptive Dynamic Programming
Approximate Dynamic Programming
Event-triggered Control
Optimal Control
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