Active Inference · Paper · 2023

An Account of Active Inference Modeling

Daniel Ari Friedman

Zenodo

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Citation KeyFriedman2023AccountActiveInferenceModeling050
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Overview

Extracted from the local paper documentation when available.

In Active Inference, we develop generative models of ecosystems of shared intelligence by accounting for cognitive systems and phenomena. This paper argues that developing generative models is more like doing accounting than calculation or inference itself—the generative model does the inference for us. Using the metaphor of 'Active AccountAnts,' it explores how financial accounting principles...

Active Inferencegenerative modelingaccounting metaphorActive AccountAntscognitive modelingepistemic agencymodel development

Use Notes

Concise findings and methods pulled from README/SKILL documentation.

Findings / Concepts
  • This report provides a single-page account of Active Inference modeling..
  • This report was written entirely by hand without any synthetic computational-linguistic intelligences..
  • Thank you to the learners, interns, and participants of the Active Inference Institute to whom I've mostly learned from..
Methods / Techniques
  • Free energy minimization
  • Bayesian modeling and inference

Citation

Plain-text citation for quick reuse.

Friedman, Daniel Ari. 2023. An Account of Active Inference Modeling. Zenodo. DOI: 10.5281/zenodo.8415312. URL: https://doi.org/10.5281/zenodo.8415312.

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