On some algorithms for limiting average Markov decision processes

On some algorithms for limiting average Markov decision processes

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Article ID: iaor20081983
Country: Netherlands
Volume: 35
Issue: 2
Start Page Number: 261
End Page Number: 266
Publication Date: Mar 2007
Journal: Operations Research Letters
Authors: ,
Abstract:

We consider limiting average Markov decision processes (MDP) with finite state and action spaces. We propose some algorithms to determine optimal strategies for deterministic and general MDPs. These algorithms are based on graph theory and the construction of levels in some aggregated MDP.

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