Decomposition Methods for Solving Finite-Horizon Large MDPs

Conventional algorithms for solving Markov decision processes (MDPs) become intractable for a large finite state and action spaces. Several studies have been devoted to this issue, but most of them only treat infinite-horizon MDPs. This paper is one of the first works to deal with non-stationary fin...

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Bibliographic Details
Main Authors: Bouchra el Akraoui, Cherki Daoui, Abdelhadi Larach, khalid Rahhali
Format: Article
Language:English
Published: Wiley 2022-01-01
Series:Journal of Mathematics
Online Access:http://dx.doi.org/10.1155/2022/8404716
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