论文标题

路径积分,特定种类和奇怪的事物

Path integrals, particular kinds, and strange things

论文作者

Friston, Karl, Da Costa, Lancelot, Sakthivadivel, Dalton A. R., Heins, Conor, Pavliotis, Grigorios A., Ramstead, Maxwell, Parr, Thomas

论文摘要

本文描述了自由能原理的路径积分公式。随后的帐户表示粒子随着时间的流逝而演变的路径或轨迹。主要结果是最小作用的方法或原理,可用于模仿粒子与外部环境开放交换中的行为。粒子由特定分区定义,其中主动和感觉毯状态从外部状态中个性化。手头的变异原理使人们可以解释内部动力学(某些粒子),以推断隐藏在毯状状态后面的外部状态。我们考虑不同种类的粒子,以及它们在多大程度上可以充满基本的推论或感知。具体而言,我们考虑了耗散和保守的颗粒,惰性和活性颗粒之间的区别,最后是普通和奇怪的颗粒。奇怪的粒子可以描述为推断自己的行为,从而赋予它们明显的自主权或代理。简而言之,在特定分区提供的粒子中 - 奇怪的种类可能很容易描述有意义的行为。

This paper describes a path integral formulation of the free energy principle. The ensuing account expresses the paths or trajectories that a particle takes as it evolves over time. The main results are a method or principle of least action that can be used to emulate the behaviour of particles in open exchange with their external milieu. Particles are defined by a particular partition, in which internal states are individuated from external states by active and sensory blanket states. The variational principle at hand allows one to interpret internal dynamics - of certain kinds of particles - as inferring external states that are hidden behind blanket states. We consider different kinds of particles, and to what extent they can be imbued with an elementary form of inference or sentience. Specifically, we consider the distinction between dissipative and conservative particles, inert and active particles and, finally, ordinary and strange particles. Strange particles can be described as inferring their own actions, endowing them with apparent autonomy or agency. In short - of the kinds of particles afforded by a particular partition - strange kinds may be apt for describing sentient behaviour.

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