Path integrals, particular kinds, and strange things
Karl Friston, Lancelot Da Costa, Dalton A.R. Sakthivadivel, Conor, Heins, Grigorios A. Pavliotis, Maxwell Ramstead, Thomas Parr

TL;DR
This paper introduces a path integral formulation of the free energy principle, modeling particle trajectories and inference, and explores how different particle types, especially strange particles, can exhibit autonomous or sentient-like behavior.
Contribution
It presents a novel path integral approach to the free energy principle and analyzes how various particle types can be imbued with inference and agency.
Findings
Strange particles can infer their own actions, suggesting a form of autonomy.
The path integral formulation links particle dynamics with inference mechanisms.
Different particle types exhibit varying degrees of inferred external states.
Abstract
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…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsQuantum Mechanics and Applications · Advanced Thermodynamics and Statistical Mechanics · Origins and Evolution of Life
