829 search results - page 56 / 166 » A time aggregation approach to Markov decision processes |
157
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ICMLA
2008
15 years 7 months ago
2008
High dimensionality of belief space in Partially Observable Markov Decision Processes (POMDPs) is one of the major causes that severely restricts the applicability of this model. ...
163
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IJCAI
2001
15 years 7 months ago
2001
We present a dynamic programming approach for the solution of first-order Markov decisions processes. This technique uses an MDP whose dynamics is represented in a variant of the ...
144
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ISMIS
2005
Springer
15 years 11 months ago
2005
Springer
In this paper we propose an original approach to apply data mining algorithms, namely decision tree-based methods, taking into account not only the size of processed databases but ...
166
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CDC
2009
IEEE
15 years 4 months ago
2009
IEEE
We consider the problem of controlling a continuous-time linear stochastic system from a specification given as a Linear Temporal Logic (LTL) formula over a set of linear predicate...
158
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BPM
2010
Springer
15 years 7 months ago
2010
Springer
Abstract. A configurable process model describes a family of similar process models in a given domain. Such a model can be configured to obtain a specific process model that is sub...