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What is epistemic value in free energy models of learning and acting? A bounded rationality perspective

机译:在学习和行动的自由能模型中,认知价值是什么?有限理性观点

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摘要

Free energy models of learning and acting do not only care about utility or extrinsic value, but also about intrinsic value, that is, the information value stemming from probability distributions that represent beliefs or strategies. While these intrinsic values can be interpreted as epistemic values or exploration bonuses under certain conditions, the framework of bounded rationality offers a complementary interpretation in terms of information-processing costs that we discuss here.
机译:学习和行动的自由能模型不仅关心效用或外部价值,而且关心内在价值,即内在价值,即源自代表信念或策略的概率分布的信息价值。虽然这些内在价值可以在某些条件下解释为认知价值或探索性奖励,但有限理性框架在我们这里讨论的信息处理成本方面提供了补充性解释。

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