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Filtering by: Creator Hawley, Jeffrey E. Remove constraint Creator: Hawley, Jeffrey E. Committee Member Fern, Alan Remove constraint Committee Member: Fern, Alan Subject Constrained optimization Remove constraint Subject: Constrained optimization

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  • Domain-Independent Planning for Markov Decision Processes with Factored State and Action Spaces

    Creator:
    Raghavan, Aswin
    Abstract:
    Markov Decision Processes (MDPs) are the de-facto formalism for studying sequential decision making problems with uncertainty, ranging from classical problems such as inventory control and path planning, to more complex problems such as reservoir control under rainfall uncertainty and emergency response optimization for fire and medical emergencies. Most prior research...
    Resource Type:
    Dissertation
    Full Text:
    . The algorithms that exceed memory limits (EML) are annotated as E