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Description
  • V článku je studována problematika efektivní syntézy řídících jednotek pro Markovovy rozhodovací procesy s konečně mnoha stavy a třídu vlastností definovatelných v logice PCTL rozšířené o limitní vlastnosti běhů. Je dokázáno, že problém existence takových řídících jednotek je rozhodnutelný a je podán algoritmus pro jejich konstrukci. Je také podrobněji rozebrána otázka stability řídících jednotek. (cs)
  • We study the problem of effective controller synthesis for finite-state Markov decision processes (MDPs) and the class of properties definable in the logic PCTL extended with long-run average propositions. We show that the existence of such a controller is decidable, and we give an algorithm which computes the controller if it exists. We also address the issue of ``controller robustness'', i.e., the problem whether there is a controller which still guarantees the satisfaction of a given property when the probabilities in the considered MDP slightly deviate from their original values. From a practical point of view, this is an important aspect since the probabilities are often determined empirically and hence they are inherently imprecise. We show that the existence of robust controllers is also decidable, and that such controllers are effectively computable if they exist. .
  • We study the problem of effective controller synthesis for finite-state Markov decision processes (MDPs) and the class of properties definable in the logic PCTL extended with long-run average propositions. We show that the existence of such a controller is decidable, and we give an algorithm which computes the controller if it exists. We also address the issue of ``controller robustness'', i.e., the problem whether there is a controller which still guarantees the satisfaction of a given property when the probabilities in the considered MDP slightly deviate from their original values. From a practical point of view, this is an important aspect since the probabilities are often determined empirically and hence they are inherently imprecise. We show that the existence of robust controllers is also decidable, and that such controllers are effectively computable if they exist. . (en)
Title
  • On the Controller Synthesis for Finite-State Markov Decision Processes
  • On the Controller Synthesis for Finite-State Markov Decision Processes (en)
  • O syntéze řídících jednotek pro Markovovy rozhodovací procesy s konečně mnoha stavy (cs)
skos:prefLabel
  • On the Controller Synthesis for Finite-State Markov Decision Processes
  • On the Controller Synthesis for Finite-State Markov Decision Processes (en)
  • O syntéze řídících jednotek pro Markovovy rozhodovací procesy s konečně mnoha stavy (cs)
skos:notation
  • RIV/00216224:14330/05:00012780!RIV08-MSM-14330___
http://linked.open.../vavai/riv/strany
  • 541-552
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(1M0545), P(GA201/03/1161), Z(MSM0021622419)
http://linked.open...iv/cisloPeriodika
  • 3821
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 534449
http://linked.open...ai/riv/idVysledku
  • RIV/00216224:14330/05:00012780
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Controller Synthesis; Markov Decision Processes (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • US - Spojené státy americké
http://linked.open...ontrolniKodProRIV
  • [C3606E5FF3AB]
http://linked.open...i/riv/nazevZdroje
  • Lecture Notes in Computer Science
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 2005
http://linked.open...iv/tvurceVysledku
  • Kučera, Antonín
  • Stražovský, Oldřich
http://linked.open...n/vavai/riv/zamer
issn
  • 0302-9743
number of pages
http://localhost/t...ganizacniJednotka
  • 14330
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