About: Minimizing Expected Termination Time in One-Counter Markov Decision Processes

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	We consider the problem of computing the value and an optimal strategy for minimizing the expected termination time in one-counter Markov decision processes. Since the value may be irrational and an optimal strategy may be rather complicated, we concentrate on the problems of approximating the value up to a given error epsilon > 0 and computing a finite representation of an epsilon-optimal strategy. We show that these problems are solvable in exponential time for a given configuration, and we also show that they are computationally hard in the sense that a polynomial-time approximation algorithm cannot exist unless P=NP. We consider the problem of computing the value and an optimal strategy for minimizing the expected termination time in one-counter Markov decision processes. Since the value may be irrational and an optimal strategy may be rather complicated, we concentrate on the problems of approximating the value up to a given error epsilon > 0 and computing a finite representation of an epsilon-optimal strategy. We show that these problems are solvable in exponential time for a given configuration, and we also show that they are computationally hard in the sense that a polynomial-time approximation algorithm cannot exist unless P=NP. (en)
Title	Minimizing Expected Termination Time in One-Counter Markov Decision Processes Minimizing Expected Termination Time in One-Counter Markov Decision Processes (en)
skos:prefLabel	Minimizing Expected Termination Time in One-Counter Markov Decision Processes Minimizing Expected Termination Time in One-Counter Markov Decision Processes (en)
skos:notation	RIV/00216224:14330/12:00057577!RIV13-GA0-14330___
http://linked.open...avai/predkladatel	Fakulta informatiky
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(GAP202/10/1469), P(GPP202/12/P612)
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Brázdil, Tomáš Kučera, Antonín Novotný, Petr
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Masarykova univerzita / Fakulta informatiky
http://linked.open...dnocenehoVysledku	150658
http://linked.open...ai/riv/idVysledku	RIV/00216224:14330/12:00057577
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	one-counter automata; markov decision processes (en)
http://linked.open.../riv/klicoveSlovo	markov decision processes one-counter automata
http://linked.open...ontrolniKodProRIV	[BB9CD208EA48]
http://linked.open...v/mistoKonaniAkce	Warwick
http://linked.open...i/riv/mistoVydani	Berlin
http://linked.open...i/riv/nazevZdroje	Proceedings of 39th International Colloquium on Automata, Languages and Programming (ICALP 2012)
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...vavai/riv/projekt	Formal methods for analysis and verification of complex systems Formální verifikace stochastických systémů s reálným časem
http://linked.open...UplatneniVysledku	2012
http://linked.open...iv/tvurceVysledku	Brázdil, Tomáš Kučera, Antonín Novotný, Petr Wojtczak, Dominik
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2012-01-01 (xsd:date)
issn	0302-9743
number of pages	12 (xsd:int)
http://bibframe.org/vocab/doi	10.1007/978-3-642-31585-5_16
http://purl.org/ne...btex#hasPublisher	Springer-Verlag
https://schema.org/isbn	9783642315848
http://localhost/t...ganizacniJednotka	14330
is http://linked.open...avai/riv/vysledek of	Minimizing Expected Termination Time in One-Counter Markov Decision Processes

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