arrow
Return

Path integrals, particular kinds, and strange things

delete2023-12-01
delete34
delete
OA
AI
K
Karl Friston
L
Lancelot Da Costa *
D
Dalton A R Sakthivadivel
C
Conor Heins
G
Grigorios A. Pavliotis
M
Maxwell J. D. Ramstead
T
Thomas Parr
DOI:10.1016/j.plrev.2023.08.016delete
deleteOriginal
deleteShare
deleteSave
View PDF
Abstract

Abstract

En 中文
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. (c) 2023 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY license (http:// creativecommons .org /licenses /by /4 .0/).
Keywords:
Self-organisation
Variational inference
Bayesian
Markov blanket
Active matter
Path integral
AI Summary

AI Summary

Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.

Journal

Physics of Life Reviews cover
Physics of Life Reviews
IF:
14.3
Papers:
1.9K
Citations:
2.5K

Organization

U
University College London
Scholars:
7.9W
Papers: 6.2W
Citations: 15.7W
U
university of london
Scholars:
21.5W
Papers: 19.7W
Citations: 305
I
Imperial College London
Scholars:
8.3W
Papers: 7.3W
Citations: 11.1W
researcher View more organizations