6 Works
Curated works in this domain from the unified bibliography.
5 Related Repositories
Selected software entries connected to this domain.
Full Text & Images
5 of 6 works have extracted full text, 3 have image galleries.
Collaborator Context
Active Inference Institute educators and contributors, Institute program participants
Selected Works
Newest and most relevant entries for this domain with abstracts and full-text links.
Related Software
Repository entry points for implementation, companion papers, data, and teaching work.
active_inference
Active Inference for, with, and by Generative AI — Python implementations of free-energy-minimizing agents integrated with modern AI tooling
Python · ⭐ 1 · Updated 2025-11
fep_lean
Lean 4 / Mathlib4 formalization of FEP-related mathematics — 50-topic sorry-free catalog, Hermes/OpenGauss LLM drafting, zero-mock verification, manuscript pipeline · · Zenodo
Python · ⭐ 3 · Updated 2026
cognitive
Cognitive modeling and simulation tools — multi-agent Active Inference environments, benchmarks, and visualization
Python · ⭐ 18 · Updated 2025
cognitive
Cognitive Ecosystem Modeling Framework — Active Inference agents with Obsidian-compatible knowledge management, bidirectional graph validation, belief updating, and network visualization
Python · ⭐ 14 · Updated 2026-05
AgenticMesh
Active Inference & Agentic Mesh — modular Python infrastructure for building agentic systems using free-energy-minimizing Active Inference principles
Python · ⭐ 1 · Updated 2025-02
Learning Path
A structured, cross-linked route through tutorials, pillar guides, foundational papers, and software repositories.
- Discover the organizational mission, governance, and programs on the Active Inference Institute Official Portal.
- Survey ecosystem development and open research milestones in The Active Inference Institute & Active Inference Ecosystem (v3, 2025 snapshot).
- Explore ontology standardization efforts in Aligning Active Inference Ontology to SUMO.
- Participate in community education through the Textbook Group Cohorts and Institute Video Archives.
- Engage with formal mathematical specifications on the fep_lean repository.
- Review verified non-profit records via the ProPublica Nonprofit Explorer (EIN 88-2985125).
Public APIs & Discovery Endpoints
Machine-readable endpoints for querying research metadata and persistent identifiers.
ORCID API
Persistent researcher identity record (0000-0001-6232-9096) linking published works and verified peer reviews.
Zenodo REST API
Open-access deposits, software releases, preprints, and dataset versions indexed by ORCID.
Crossref Works API
Publisher DOI metadata records, license information, and formal citation relations.
GitHub REST API
Repository metadata, release artifacts, and open-source software inventory.