García Hernández, Ma de Guadalupe; Ruiz Pinales, José; Onaindia de la Rivaherrera, Eva; Ledesma-Orozco, S; Aviña-Cervantes, J.G.; Alvarado-Méndez, E.; Reyes-Ballesteros, A(Universidad Nacional Autónoma de México (UNAM), 2011-08)
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 ...
García Hernández, Ma de Guadalupe; Ruiz Pinales, José; Onaindia de la Rivaherrera, Eva; Aviña Cervantes, J. Gabriel; Ledesma Orozco, Sergio; Alvarado Mendez, Edgar; Reyes Ballesteros, Alberto(Springer Verlag, 2012-02)
The problem of solving large Markov decision processes accurately and quickly is challenging. Since the computational effort incurred is considerable, current research focuses on finding superior acceleration techniques. ...