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» A time aggregation approach to Markov decision processes
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EWRL
2008
14 years 11 months ago
Markov Decision Processes with Arbitrary Reward Processes
Abstract. We consider a control problem where the decision maker interacts with a standard Markov decision process with the exception that the reward functions vary arbitrarily ove...
Jia Yuan Yu, Shie Mannor, Nahum Shimkin
66
Voted
FSS
2006
84views more  FSS 2006»
14 years 9 months ago
A fuzzy approach to Markov decision processes with uncertain transition probabilities
M. Kurano, M. Yasuda, J. Nakagami, Y. Yoshida
PE
2011
Springer
167views Optimization» more  PE 2011»
14 years 4 months ago
Passage-time computation and aggregation strategies for large semi-Markov processes
High-level semi-Markov modelling paradigms such as semi-Markov stochastic Petri nets and process algebras are used to capture realistic performance models of computer and communic...
Marcel C. Guenther, Nicholas J. Dingle, Jeremy T. ...