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Efficient Algorithms for Factored MDPs by Đạt Hoàng Lễ is a document available to read on EtoBox.

This summary provides the key details about the document in 3 sentences: The document presents two new algorithms for efficiently solving large structured Markov Decision Processes (MDPs) represented as factored MDPs. The algorithms exploit both additive and context-specific structure in factored MDPs to compute approximate linear value functions. One algorithm uses approximate linear programming while the other uses approximate dynamic programming, both employing a novel linear programming decomposition t

Author
Đạt Hoàng Lễ
Language
EN