A step-by-step tutorial on active inference and its application to empirical data

authors: Ryan Smith, Karl J Friston, Christopher J Whyte year: 2022 See in Zotero

Literature Notes

A really good, in-depth and very explicit explanation of a POMDP version of an Active Inference model, and how to solve it as well as how to learn it. Comes with a billion citations to follow and MATLAB code.

Model inversion is about starting with a defined relationship between states to observations then inferring states from observations (from causes to consequences infer causes from consequences).