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Game-Theoretical Semantics of Epistemic Probability Transformations

机译:认知概率转换的博弈语义

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Probability transformation of belief functions can be classified into different families, according to the operator they commute with. In particular, as they commute with Dempster's rule, relative plausibility and belief transforms form one such "epistemic" family, and possess natural rationales within Shafer's formulation of the theory of evidence, while they are not consistent with the credal or probability-bound semantic of belief functions. We prove here, however, that these transforms can be given in this latter case an interesting rationale in terms of optimal strategies in a non-cooperative game.
机译:信念函数的概率转换可以根据与其进行运算的运算符分为不同的族。特别是,当它们与Dempster的规则相通时,相对的似真性和信念转变形成了一个这样的“认识论”家族,并且在Shafer的证据理论表述中具有自然的原理,而它们与知识分子的信条或概率约束语义不一致。信念功能。但是,我们在这里证明,在后一种情况下,就非合作博弈中的最佳策略而言,可以给出这些变换的有趣理由。

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