Mixed Acceleration Techniques for Solving Quickly Stochastic Shortest-Path Markov Decision Processes

In this paper we propose the combination of accelerated variants of value iteration mixed with improved prioritized sweeping for the fast solution of stochastic shortest-path Markov decision processes. Value iteration is a classical algorithm for solving Markov decision processes, but this algorithm...

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Detalles Bibliográficos
Publicado en:Journal of Applied Research and Technology
Main Authors: M. de G. García-Hernández, J. Ruiz-Pinales, E. Onaindía, S. Ledesma-Orozco, J. G. Aviña-Cervantes, E. Alvarado-Méndez, A. Reyes-Ballesteros
Formato: Artigo
Idioma:Inglês
Publicado: Universidad Nacional Autónoma de México 2011
Assuntos:
Ingeniería
prioritization
acceleration techniques
Markov decision processes
Acceso en liña:https://www.redalyc.org/articulo.oa?id=47419293002
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