论文标题

关于自由能原理的一些有趣的观察

Some interesting observations on the free energy principle

论文作者

Friston, Karl, Da Costa, Lancelot, Parr, Thomas

论文摘要

Biehl等人(2020年)对(Friston,2013年)的自由能原理提出了一些有趣的观察结果。我们使用这些观察结果来讨论承载自由能原理的技术论点。这项讨论的重点是具有马尔可夫毯子的稀疏耦合系统中的各种状态(子集的子集)之间的螺线管耦合,以及随后的贝叶斯力学所暗示的精确和近似贝叶斯推断之间的区别。

Biehl et al (2020) present some interesting observations on an early formulation of the free energy principle in (Friston, 2013). We use these observations to scaffold a discussion of the technical arguments that underwrite the free energy principle. This discussion focuses on solenoidal coupling between various (subsets of) states in sparsely coupled systems that possess a Markov blanket - and the distinction between exact and approximate Bayesian inference, implied by the ensuing Bayesian mechanics.

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