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Statements

Subject Item
n2:RIV%2F00216224%3A14330%2F11%3A00051963%21RIV12-MSM-14330___
rdf:type
skos:Concept n18:Vysledek
dcterms:description
We study Markov decision processes (MDPs) with multiple limit-average (or mean-payoff) functions. We consider two different objectives, namely, expectation and satisfaction objectives. Given an MDP with k reward functions, in the expectation objective the goal is to maximize the expected value, and in the satisfaction objective the goal is to maximize the probability of runs such that the limit-average value stays above a given vector. We study Markov decision processes (MDPs) with multiple limit-average (or mean-payoff) functions. We consider two different objectives, namely, expectation and satisfaction objectives. Given an MDP with k reward functions, in the expectation objective the goal is to maximize the expected value, and in the satisfaction objective the goal is to maximize the probability of runs such that the limit-average value stays above a given vector.
dcterms:title
Two Views on Multiple Mean-Payoff Objectives in Markov Decision Processes Two Views on Multiple Mean-Payoff Objectives in Markov Decision Processes
skos:prefLabel
Two Views on Multiple Mean-Payoff Objectives in Markov Decision Processes Two Views on Multiple Mean-Payoff Objectives in Markov Decision Processes
skos:notation
RIV/00216224:14330/11:00051963!RIV12-MSM-14330___
n18:predkladatel
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n3:aktivita
n16:P
n3:aktivity
P(1M0545)
n3:dodaniDat
n15:2012
n3:domaciTvurceVysledku
n5:2477912 n5:1762834 n5:5532787 n5:9872655
n3:druhVysledku
n22:D
n3:duvernostUdaju
n8:S
n3:entitaPredkladatele
n17:predkladatel
n3:idSjednocenehoVysledku
236356
n3:idVysledku
RIV/00216224:14330/11:00051963
n3:jazykVysledku
n21:eng
n3:klicovaSlova
Markov decision process; optimization with multiple objectives; mean payoff; Pareto curve; approximation
n3:klicoveSlovo
n4:approximation n4:Markov%20decision%20process n4:optimization%20with%20multiple%20objectives n4:Pareto%20curve n4:mean%20payoff
n3:kontrolniKodProRIV
[311EBD0F9C9D]
n3:mistoKonaniAkce
Toronto, Canada
n3:mistoVydani
Los Alamitos, California
n3:nazevZdroje
Proceedings 26th Annual IEEE Symposium on Logic in Computer Science
n3:obor
n14:IN
n3:pocetDomacichTvurcuVysledku
4
n3:pocetTvurcuVysledku
5
n3:projekt
n12:1M0545
n3:rokUplatneniVysledku
n15:2011
n3:tvurceVysledku
Chatterjee, Krishnendu Kučera, Antonín Brožek, Václav Forejt, Vojtěch Brázdil, Tomáš
n3:typAkce
n20:WRD
n3:wos
000297350400006
n3:zahajeniAkce
2011-01-01+01:00
s:numberOfPages
10
n9:doi
10.1109/LICS.2011.10
n23:hasPublisher
IEEE
n10:isbn
978-0-7695-4412-0
n13:organizacniJednotka
14330