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Recent Progress in Reinforcement Learning and Adaptive Dynamic Programming for Advanced Control Applications
期刊论文
OAI收割
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:15/0
  |  
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)
Geometric Programming for Nonlinear Satellite Buffer Networks With Time Delays under
L
1
-Gain Performance
期刊论文
OAI收割
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
  |  
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2024/01/23
Multistep Look-Ahead Policy Iteration for Optimal Control of Discrete-Time Nonlinear Systems With Isoperimetric Constraints
期刊论文
OAI收割
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 页码: 13
作者:
Li, Tao
;
Wei, Qinglai
;
Wang, Fei-Yue
  |  
收藏
  |  
浏览/下载:4/0
  |  
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
OAI收割
NEURAL NETWORKS, 2023, 卷号: 168, 页码: 287-299
作者:
Zhu, Liao
;
Guo, Ping
;
Wei, Qinglai
  |  
收藏
  |  
浏览/下载:6/0
  |  
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
OAI收割
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:10/0
  |  
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
OAI收割
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
OAI收割
APPLIED SCIENCES-BASEL, 2023, 卷号: 13, 期号: 12, 页码: 7053
作者:
Li, Ze
;
Lu, Kaiyu
;
Liu, Wenlian
;
Wang HB(王和博)
;
Peng, Pu
  |  
收藏
  |  
浏览/下载:9/0
  |  
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
OAI收割
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 页码: 11
作者:
Yang, Xiong
;
Xu, Mengmeng
;
Wei, Qinglai
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/11/17
Approximate dynamic programming (ADP)
event-driven control
H(8)control
input constraint
optimal control
Optimal Strategy for Aircraft Pursuit-Evasion Games via Self-Play Iteration
期刊论文
OAI收割
Machine Intelligence Research, 2023, 页码: 1-12
作者:
Wang Xin
;
Wei Qinglai
;
Li Tao
;
Zhang Jie
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/06/26
Policy Iteration for Optimal Control of Discrete-Time Time-Varying Nonlinear Systems
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 781-791
作者:
Guangyu Zhu
;
Xiaolu Li
;
Ranran Sun
;
Yiyuan Yang
;
Peng Zhang
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/03/02
Adaptive critic designs
adaptive dynamic programming
approximate dynamic programming
optimal control
policy iteration
time-varying