Markov decision processes from colored Petri nets

Monica Góes Eboli; Fabio Gagliardi Cozman

doi:10.1007/978-3-642-16138-4_8

Markov decision processes from colored Petri nets

Monica Góes Eboli, Fabio Gagliardi Cozman

Resultado de la investigación: Capítulo del libro/informe/acta de congreso › Contribución 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 original	Inglés estadounidense
Título de la publicación alojada	Markov decision processes from colored Petri nets
Páginas	72-81
Número de páginas	10
ISBN (versión digital)	3642161375, 9783642161377
DOI	https://doi.org/10.1007/978-3-642-16138-4_8
Estado	Publicada - 14 dic 2010
Publicado de forma externa	Sí
Evento	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - Duración: 1 ene 2018 → …

Serie de la publicación

Nombre	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volumen	6404 LNAI
ISSN (versión impresa)	0302-9743

Conferencia

Conferencia	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Período	1/01/18 → …

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10.1007/978-3-642-16138-4_8

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Citar esto

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title = "Markov decision processes from colored Petri nets",

abstract = "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. {\textcopyright} 2010 Springer-Verlag.",

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Eboli, MG & Cozman, FG 2010, Markov decision processes from colored Petri nets. En Markov decision processes from colored Petri nets. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 6404 LNAI, pp. 72-81, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 1/01/18. https://doi.org/10.1007/978-3-642-16138-4_8

Markov decision processes from colored Petri nets. / Eboli, Monica Góes; Cozman, Fabio Gagliardi.

Markov decision processes from colored Petri nets. 2010. p. 72-81 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6404 LNAI).

Resultado de la investigación: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia

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