Discovering hidden structure in factored MDPs
Artif. Intell., pp. 19-47, 2012.
Markov Decision Processes (MDPs) describe a wide variety of planning scenarios ranging from military operations planning to controlling a Mars rover. However, today@?s solution techniques scale poorly, limiting MDPs@? practical applicability. In this work, we propose algorithms that automatically discover and exploit the hidden structure ...More
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