"Ko\u0161ice" . . "RIV/00216208:11320/13:10190768!RIV14-MSM-11320___" . "99663" . "RIV/00216208:11320/13:10190768" . . "1"^^ . . . "1"^^ . . . . "This article briefly introduces selected probabilistic approaches to search optimal behaviour of an agent in dynamic systems. It describes two possible extensions of Markov decision processes (MDP) which are the standard for probabilistic planning. Our uncertainty about transition probabilities is described by Markov decision processes with imprecise probabilities (MDP-IP). Missing information about actual state can be handled by Partially observable Markov decision processes (POMDP). This article compares both approaches and discusses their possible combination." . "978-1-4909-5208-6" . "7"^^ . . "Probabilistic modeling of dynamic systems" . "Brunetto, Robert" . . . "2013-09-11+02:00"^^ . "This article briefly introduces selected probabilistic approaches to search optimal behaviour of an agent in dynamic systems. It describes two possible extensions of Markov decision processes (MDP) which are the standard for probabilistic planning. Our uncertainty about transition probabilities is described by Markov decision processes with imprecise probabilities (MDP-IP). Missing information about actual state can be handled by Partially observable Markov decision processes (POMDP). This article compares both approaches and discusses their possible combination."@en . . . "Probabilistic modeling of dynamic systems"@en . "dynamic systems, POMDP; Probabilistic modeling"@en . "Probabilistic modeling of dynamic systems" . . "ITAT 2013: Information Technologies-Applications and Theory Workshops, Posters, and Tutorials" . . "CreateSpace Independent Publishing Platform" . "Donovaly, Slovakia" . "Probabilistic modeling of dynamic systems"@en . "I" . . . "[8079E787502A]" . "11320" .