Stochastic linear quadratic optimal tracking control for discrete-time systems with delays based on Q-learning algorithm
In this paper, a reinforcement Q-learning method based on value iteration (Ⅵ) is proposed for a class of model-free stochastic linear quadratic (SLQ) optimal tracking problem with time delay. Compared with the traditional reinforcement learning method, Q-learning method avoids the need for accurate...
Main Authors: | Xufeng Tan, Yuan Li, Yang Liu |
---|---|
Format: | Article |
Language: | English |
Published: |
AIMS Press
2023-02-01
|
Series: | AIMS Mathematics |
Subjects: | |
Online Access: | https://www.aimspress.com/article/doi/10.3934/math.2023519?viewType=HTML |
Similar Items
-
A Game—Theoretic Model for a Stochastic Linear Quadratic Tracking Problem
by: Vasile Drăgan, et al.
Published: (2023-01-01) -
Analysis of stochastic attractors for time-delayed quadratic discrete model of population dynamics
by: Ekaterina Dmitrievna Ekaterinchuk, et al.
Published: (2015-02-01) -
Optimal tracking control in photovoltaic using linear quadratic tracking
by: Mohd Iqbal Muttaqin, et al.
Published: (2022-01-01) -
LINEAR QUADRATIC OPTIMAL CONTROL UNDER STOCHASTIC UNIFORM OBSERVABILITY AND DETECTABILITY CONDITIONS
by: V.M. Ungureanu
Published: (2011-07-01) -
Robust time-inconsistent stochastic linear-quadratic control with drift disturbance
by: Han, Bingyan, et al.
Published: (2022)