682 search results - page 4 / 137 » One-Counter Markov Decision Processes |
145
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APN
2007
Springer
15 years 9 months ago
2007
Springer
In this work, we propose two high-level formalisms, Markov Decision Petri Nets (MDPNs) and Markov Decision Well-formed Nets (MDWNs), useful for the modeling and analysis of distrib...
142
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AUTOMATICA
2008
15 years 3 months ago
2008
For a countable-state Markov decision process we introduce an embedding which produces a finite-state Markov decision process. The finite-state embedded process has the same optim...
116
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ICML
2002
IEEE
16 years 4 months ago
2002
IEEE
122
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LICS
2009
IEEE
15 years 10 months ago
2009
IEEE
—We associate a statistical vector to a trace and a geometrical embedding to a Markov Decision Process, based on a distance on words, and study basic Membership and Equivalence p...
120
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EWRL
2008
15 years 5 months ago
2008
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...