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出处:IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS
作者:魏庆来
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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:7/0
  |  
提交时间:2024/07/03
Adaptive dynamic programming
nonlinear systems
online learning
optimal control
reinforcement learning (RL)
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, 卷号: 54, 期号: 3, 页码: 1414-1426
作者:
Li, Tao
;
Wei, Qinglai
;
Wang, Fei-Yue
Adobe PDF(784Kb)
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收藏
  |  
浏览/下载:121/22
  |  
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
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
  |  
浏览/下载:158/0
  |  
提交时间:2023/11/17
Adaptive dynamic programming (ADP)
Hamilton-Jacobi-Bellman equation (HJBE)
nonlinear stochastic system
stochastic policy iteration (PI)
Discrete-Time Self-Learning Parallel Control
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 卷号: 52, 期号: 1, 页码: 192-204
作者:
Wei, Qinglai
;
Wang, Lingxiao
;
Lu, Jingwei
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:248/0
  |  
提交时间:2022/02/16
Optimal control
Nonlinear systems
Time-varying systems
Performance analysis
Complex systems
Biological neural networks
ACP
adaptive dynamic programming (ADP)
approximate dynamic programming
nonlinear systems
optimal control
parallel control
reinforcement learning
Adaptive Critics for Decentralized Stabilization of Constrained-Input Nonlinear Interconnected Systems
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 13
作者:
Yang, Xiong
;
Zhou, Yingjiang
;
Dong, Na
;
Wei, Qinglai
收藏
  |  
浏览/下载:212/0
  |  
提交时间:2022/01/27
Optimal control
Interconnected systems
Nonlinear systems
Decentralized control
Asymptotic stability
Stability analysis
Artificial neural networks
Adaptive critics
adaptive dynamic programming (ADP)
asymmetric input constraints
decentralized control
reinforcement learning (RL)
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:247/0
  |  
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
Adaptive Dynamic Programming for Control: A Survey and Recent Advances
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 1, 页码: 142-160
作者:
Liu, Derong
;
Xue, Shan
;
Zhao, Bo
;
Luo, Biao
;
Wei, Qinglai
收藏
  |  
浏览/下载:251/0
  |  
提交时间:2021/03/08
Adaptive critic designs (ACDs)
adaptive dynamic programming
approximate dynamic programming
intelligent control
learning control
neural dynamic programming
neuro-dynamic programming
optimal control
reinforcement learning (RL)
Special Issue on Adaptive Dynamic Programming and Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 11, 页码: 3944-3947
作者:
Liu, Derong
;
Lewis, Frank L.
;
Wei, Qinglai
收藏
  |  
浏览/下载:164/0
  |  
提交时间:2021/01/07
Discrete-Time Local Value Iteration Adaptive Dynamic Programming: Convergence Analysis
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2018, 卷号: 48, 期号: 6, 页码: 875-891
作者:
Wei, Qinglai
;
Lewis, Frank L.
;
Liu, Derong
;
Song, Ruizhuo
;
Lin, Hanquan
收藏
  |  
浏览/下载:286/0
  |  
提交时间:2017/02/23
Adaptive Critic Designs
Adaptive Dynamic Programming (Adp)
Approximate Dynamic Programming
Local Iteration
Neural Networks
Neuro-dynamic Programming
Nonlinear Systems
Optimal Control
Neural-Network-Based Distributed Adaptive Robust Control for a Class of Nonlinear Multiagent Systems With Time Delays and External Noises
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2016, 卷号: 46, 期号: 6, 页码: 750-758
作者:
Ma, Hongwen
;
Wang, Zhuo
;
Wang, Ding
;
Liu, Derong
;
Yan, Pengfei
;
Wei, Qinglai
Adobe PDF(880Kb)
  |  
收藏
  |  
浏览/下载:374/142
  |  
提交时间:2016/09/30
Distributed Adaptive Robust Control
Multiagent Systems
Neural Networks (Nns)
Noises
Time Delay