Active Inference · Paper · 2022

The Free Energy Principle & Active Inference: a Systematic Literature Analysis

Virginia Bleu Knight, RJ Cordes, Daniel Friedman

Zenodo

Catalog Row73
Citation KeyFriedman2022FreeEnergyPrincipleActive073
Paper FolderAvailable
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Overview

Extracted from the local paper documentation when available.

We perform a systematic literature analysis of publications using the terms 'Free Energy Principle' or 'Active Inference', with emphasis on works by Karl Friston. We trace the history, growth, and diversification of the FEP/Active Inference literature, mapping its expansion across disciplines and identifying key themes, methods, and trends in the field.

systematic literature analysisFree Energy PrincipleActive InferenceKarl Fristonhistory of sciencebibliometricsontology

Use Notes

Concise findings and methods pulled from README/SKILL documentation.

Findings / Concepts
  • We perform a systematic literature analysis of publications using the terms 'Free Energy Principle' or 'Active Inference', with emphasis on works by Karl Friston.
  • We trace the history, growth, and div...
Methods / Techniques
  • Free energy minimization
  • Bayesian modeling and inference

Citation

Plain-text citation for quick reuse.

Friedman, Daniel Ari. 2022. The Free Energy Principle & Active Inference: a Systematic Literature Analysis. Zenodo. DOI: 10.5281/zenodo.7449367. URL: https://doi.org/10.5281/zenodo.7449367.

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