Sufficient statistics for dynamic teams

作者: Jeffrey Wu , Sanjay Lall

DOI: 10.1109/ACC.2015.7172194

关键词: Probabilistic logicDecision problemSufficient statisticMathematicsDecentralised systemRandom variableProcess (engineering)Mathematical optimizationNoise measurementAlgebraic number

摘要: We show that a new theory of sufficient statistics for team decision problems applies equally well to general dynamic problems. In particular, we the given in are making optimal decisions, and moreover, they can be updated with measurements without having scan through old measurements. The implication is process finding, updating, interpreting decentralized control done relatively easily using tools theory, resorting complicated probabilistic or algebraic arguments.

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