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Hierarchical reinforcement learning in factored MDPs
Olga Kozlova, Olivier Sigaud and Christophe Meyer
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2008-07-02 14:40
2008-07-02 15:05
2008-07-02 from 14:40 to 15:05 |
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In this paper, we present the texdyna algorithm designed to solve large Markov Decision Problems with unknown structure by integrating hierarchical abstraction techniques of Semi-Markov Decision Processes and factorization techniques of Factored Markov Decision Processes. We validate our approach on the taxi problem.
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