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Numerical Calculation of Optimal Policy Pairs in Zero-sum Stochastic Games with Varying Discount Factors

Authors :
Xiao Wu
Yanqiu Tang
Source :
Discrete Dynamics in Nature and Society, Vol 2022 (2022)
Publication Year :
2022
Publisher :
Wiley, 2022.

Abstract

In this study, the numerical calculation of optimal policy pairs in two-person zero-sum stochastic games with unbounded reward functions and state-dependent discount factors are studied. First, the expected discount criterion, ε −optimal values, and policy pairs are defined for zero-sum stochastic game model. Then, an iterative algorithm is given and the correctness of the algorithm is verified. At last, an example of inventory system is stated, the numerical simulation is obtained according to the iterative algorithm steps, and the difference between varying discount factors and a constant discount factor is obtained in further discussion.

Subjects

Subjects :
Mathematics
QA1-939

Details

Language :
English
ISSN :
1607887X
Volume :
2022
Database :
Directory of Open Access Journals
Journal :
Discrete Dynamics in Nature and Society
Publication Type :
Academic Journal
Accession number :
edsdoj.420269187464142875d000faaf4d5b8
Document Type :
article
Full Text :
https://doi.org/10.1155/2022/7474566