An Active Inference Ontology for Decentralized Science

Catalog Row66

Citation KeyFriedman2022ActiveInferenceOntologyDecentralized066

Paper FolderAvailable

DOI10.5281/zenodo.6320574

Overview

Extracted from the local paper documentation when available.

This document surveys the current state of Active Inference and its future directions, emphasizing the Institute's goal to evolve by actively gathering insights from its members. It highlights the framework's applicability across various disciplines through the lens of information theory and thermodynamics.

Active Inference Ontologyknowledge graphFree Energy Principleontology developmentSUMOknowledge representationopen science

Use Notes

Concise findings and methods pulled from README/SKILL documentation.

Findings / Concepts

Provides a comprehensive overview of Active Inference and its applications across multiple disciplines.
Establishes the Active Inference Institute as a community-driven organization promoting understanding and practical applications of the framework.
Highlights the versatility of Active Inference in addressing real-world problems in diverse fields such as AI, economics, and governance.
Encourages collaborative learning and community engagement to expand the reach and impact of Active Inference.

Methods / Techniques

Utilizes a living document format to continuously update and incorporate contributions from community members.
Applies principles of information theory and thermodynamics to analyze the interaction of living systems with their environment.
Engages members through various learning opportunities, including courses and collaborative research initiatives.
Facilitates community discourse to gather insights and perspectives from a diverse range of contributors.

Citation

Plain-text citation for quick reuse.

Friedman, Daniel Ari. 2022. An Active Inference Ontology for Decentralized Science. Zenodo.

Primary source Documentation BibTeX