Browsing Department of Computer Science and Engineering by Author "Youngblood, Gregory Michael"
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Automating Inhabitant Interactions In Home And Workplace Environments Through Data-driven Generation Of Hierarchical Partially-observable Markov Decision Processes
Youngblood, Gregory Michael (Computer Science & Engineering, 2007-08-23)Markov models provide a useful representation of system behavioral actions and state observations, but they do not scale well. Utilizing a hierarchy and abstraction through hierarchical hidden Markov models (HHMMs) improves ...