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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:12/0
  |  
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)
Adaptive Optimal Discrete-Time Output-Feedback Using an Internal Model Principle and Adaptive Dynamic Programming
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 131-140
作者:
Zhongyang Wang
;
Youqing Wang
;
Zdzisław Kowalczuk
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2024/01/02
Adaptive dynamic programming (ADP)
internal model principle (IMP)
output feedback problem
policy iteration (PI)
value iteration (VI)
Policy Gradient Adaptive Dynamic Programming for Model-Free Multi-Objective Optimal Control
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 1060-1062
作者:
Hao Zhang
;
Yan Li
;
Zhuping Wang
;
Yi Ding
;
Huaicheng Yan
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2024/03/18
Value Iteration-Based Cooperative Adaptive Optimal Control for Multi-Player Differential Games With Incomplete Information
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 690-697
作者:
Yun Zhang
;
Lulu Zhang
;
Yunze Cai
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/02/19
Adaptive dynamic programming
incomplete information
multi-player differential game
value iteration
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:1/0
  |  
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:4/0
  |  
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:9/0
  |  
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
Automated pattern generation for swarm robots using constrained multi-objective genetic programming
期刊论文
OAI收割
SWARM AND EVOLUTIONARY COMPUTATION, 2023, 卷号: 81
作者:
Fan, Zhun
;
Wang, Zhaojun
;
Li, Wenji
;
Zhu, Xiaomin
;
Hu, Bingliang
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/07/17
Gene regulatory network (GRN)
Entrapping pattern generation
Self-organization
Constrained multi-objective genetic
programming (CMOGP)
Data-Driven Optimal Output Cluster Synchronization Control of Heterogeneous Multi-Agent Systems
期刊论文
OAI收割
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2023, 页码: 11
作者:
Li, Hongyang
;
Wei, Qinglai
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/11/17
Index Terms- Output cluster synchronization control
data-driven control
adaptive dynamic programming
policy iteration
heterogeneous multi-agent systems
optimal 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:3/0
  |  
提交时间:2023/11/17
Adaptive dynamic programming (ADP)
Hamilton-Jacobi-Bellman equation (HJBE)
nonlinear stochastic system
stochastic policy iteration (PI)