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Filtern nach: Committee Member Tadepalli, Prasad Filter Committee Member: Tadepalli, Prasad entfernen Creator Wang, Xin Filter Creator: Wang, Xin entfernen Degree Name Doctor of Philosophy (Ph.D.) Filter Degree Name: Doctor of Philosophy (Ph.D.) entfernen Format application/pdf Filter Format: application/pdf entfernen

Suchergebnisse

  • Model-based approximation methods for reinforcement learning

    Schöpfer:
    Wang, Xin
    Abstract:
    The thesis focuses on model-based approximation methods for reinforcement learning with large scale applications such as combinatorial optimization problems. First, the thesis proposes two new model-based methods to stablize the value–function approximation for reinforcement learning. The first one is the BFBP algorithm, a batch-like reinforcement learning process which iterates between...
    Resource Type:
    Dissertation