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Filtering by: Subject Lumber -- Mathematical models Remove constraint Subject: Lumber -- Mathematical models Committee Member Tadepalli, Prasad Remove constraint Committee Member: Tadepalli, Prasad Creator Duong, Thai Remove constraint Creator: Duong, Thai

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  • Adiabatic Markov Decision Process : convergence of value iteration algorithm

    Creator:
    Duong, Thai
    Abstract:
    Markov Decision Process (MDP) is a well-known framework for devising the optimal decision making strategies under uncertainty. Typically, the decision maker assumes a stationary environment which is characterized by a time-invariant transition probability matrix. However, in many real-world scenarios, this assumption is not justified, thus the optimal strategy might not...
    Resource Type:
    Masters Thesis
    Full Text:
    Mathematical Preliminaries . . . . . . . . . . . . . . . . . . . . . . . . . . 7 2.1 Markov Decision Process