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Decision Operations Essays

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Markov Decision
Observable Markov
Observable Markov Decision
Markov Decision Operations
Solving Pole-Balancing Issue with POMDP Composition
Summary — Somewhat Observable Markov Decision Operations (POMDP) continues to be widely applied in fields including robotic navigation, equipment maintenance, promoting, Medical Analysis, and so on [1]. Nevertheless exact answer is bad in equally space and time. This paper investigates Smooth Partially Observable Benefit Approximation (SPOVA) [2], which approximates belief ideals by a differentiable function and after that use lean descent to update idea values...
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