Policy iteration-based adaptive optimal control for Markov jump systems: a transition-probability-free asynchronous approach

被引：0
作者：
Cheng, Weidi [1 ,2 ]
Ren, Chengcheng [1 ,2 ]
He, Shuping [1 ,2 ,3 ]
Sun, Changyin [4 ]
机构：
[1] Anhui Univ, Sch Elect Engn & Automat, Key Lab Intelligent Comp & Signal Proc, Minist Educ, Hefei 230601, Peoples R China
[2] Anhui Univ, Sch Elect Engn & Automat, Anhui Engn Lab Human Robot Integrat Syst & Intelli, Hefei 230601, Peoples R China
[3] Informat Mat & Intelligent Sensing Lab Anhui Prov, Hefei 230601, Peoples R China
[4] Anhui Univ, Engn Res Ctr Autonomous Unmanned Syst Technol, Sch Artificial Intelligence, Minist Educ, Hefei 230601, Peoples R China
来源：
SCIENCE CHINA-INFORMATION SCIENCES | 2024年 / 67卷 / 11期
基金：
中国国家自然科学基金;
关键词：
D O I：
10.1007/s11432-024-4139-6
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
5
引用
收藏
页数：2
相关论文
共 50 条
  • [21] Adaptive Fault-Tolerant Tracking Control for Markov Jump Systems with Partly Unknown Transition Probability
    Fan, Quanyong
    Ye, Dan
    [J]. 2014 11TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2014, : 2270 - 2275
  • [22] Generalized Policy Iteration-based Reinforcement Learning Algorithm for Optimal Control of Unknown Discrete-time Systems
    Lin, Mingduo
    Zhao, Bo
    Liu, Derong
    Liu, Xi
    Luo, Fangchao
    [J]. PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021), 2021, : 3650 - 3655
  • [23] Optimal Asynchronous Guaranteed Cost Control of Uncertain Markov Jump Systems With Actuator Saturation and Nonideal Transition Probabilities
    Liu, Jiazheng
    Yang, Yang
    Song, Yaru
    [J]. IEEE ACCESS, 2025, 13 : 24345 - 24357
  • [24] Event-Based Asynchronous H∞ Control for Nonhomogeneous Markov Jump Systems With Imperfect Transition Probabilities
    Zhang, Yifang
    Wu, Zheng-Guang
    [J]. IEEE TRANSACTIONS ON CYBERNETICS, 2024, 54 (10) : 6269 - 6280
  • [25] Learning-Based Adaptive Optimal Control of Linear Time-Delay Systems: A Policy Iteration Approach
    Cui, Leilei
    Pang, Bo
    Jiang, Zhong-Ping
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2024, 69 (01) : 629 - 636
  • [26] Sliding Mode Control for Markov Jump Systems With Delays via Asynchronous Approach
    Fang, Mei
    Shi, Peng
    Dong, Shanling
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 51 (05): : 2916 - 2925
  • [27] Adaptive optimal control for continuous-time linear systems based on policy iteration
    Vrabie, D.
    Pastravanu, O.
    Abu-Khalaf, M.
    Lewis, F. L.
    [J]. AUTOMATICA, 2009, 45 (02) : 477 - 484
  • [28] Adaptive Optimal Control for Large-Scale Systems based on Robust Policy Iteration
    Zhao, Fuyu
    Zhao, Liang
    [J]. 2022 34TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2022, : 2704 - 2709
  • [29] Adaptive Optimal Control of UAV Formation Based on Policy Iteration
    Xu, Guangyan
    Zhang, Shugang
    Lin, Hao
    [J]. 2022 34TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2022, : 4145 - 4150
  • [30] Policy iteration optimal tracking control for chaotic systems by using an adaptive dynamic programming approach
    Wei Qing-Lai
    Liu De-Rong
    Xu Yan-Cai
    [J]. CHINESE PHYSICS B, 2015, 24 (03)
12345