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 → …

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    Eboli, M. G., & Cozman, F. G. (2010). Markov decision processes from colored Petri nets. En Markov decision processes from colored Petri nets (pp. 72-81). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6404 LNAI). https://doi.org/10.1007/978-3-642-16138-4_8