Markov decision processes from colored Petri nets

Monica Góes Eboli, Fabio Gagliardi Cozman

Resultado de la investigación: Capítulo del libro/informe/acta de congresoContribución a la conferencia

3 Citas (Scopus)

Resumen

Models that are suitable for planning are not always easy to specify. In this paper we investigate the conversion of Petri nets into factored Markov decision processes: the former are relatively easy to build while the latter are adequate for policy generation. To represent probabilities that are needed when planning under uncertainty, we introduce factored Petri nets; we then describe the conversion of factored Petri nets in Markov decision processes. © 2010 Springer-Verlag.
Idioma originalInglés estadounidense
Título de la publicación alojadaMarkov decision processes from colored Petri nets
Páginas72-81
Número de páginas10
ISBN (versión digital)3642161375, 9783642161377
DOI
EstadoPublicada - 14 dic 2010
Publicado de forma externa
EventoLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) -
Duración: 1 ene 2018 → …

Serie de la publicación

NombreLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volumen6404 LNAI
ISSN (versión impresa)0302-9743

Conferencia

ConferenciaLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Período1/01/18 → …

Huella

Profundice en los temas de investigación de 'Markov decision processes from colored Petri nets'. En conjunto forman una huella única.

Citar esto