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Filtering by: Alternative title ssim Report no. 2186 Remove constraint Alternative title ssim: Report no. 2186 Committee Member Tadepalli, Prasad Remove constraint Committee Member: Tadepalli, Prasad Creator Alkaee Taleghan, Majid Remove constraint Creator: Alkaee Taleghan, Majid

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  • Simulator-Defined MDP Planning with Applications in Natural Resource Management

    Creator:
    Alkaee Taleghan, Majid
    Abstract:
    This work is inspired by problems in natural resource management centered on the challenge of invasive species. Computing optimal management policies for maintaining ecosystem sustainable is challenging. Many ecosystem management problems can be formulated as MDP (Markov Decision Process) planning problems. In a simulator-defined MDP, the Markovian dynamics and rewards...
    Resource Type:
    Dissertation
    Full Text:
    rewards far in the future have no significant impact on the value of the starting state. To create a good