Computational · Paper · 2026

Active Inference Multi-Track Exemplar

Daniel Ari Friedman

Zenodo

Catalog Row124
Citation KeyFriedman2026ActiveInferenceMultiTrack124
Paper FolderAvailable
DOI10.5281/zenodo.20417021
Platform availability

Overview

Extracted from the local paper documentation when available.

We study a minimal Active Inference stack on toy models: a Bernoulli–Ising analytical oracle, a pymdp T-maze rollout, and a sheaf-indexed compose contract that binds 34 fragment tracks into 12 flat IMRAD sections. The methodological contribution is a discipline rather than a domain finding: every reported number is hydrated from a generated artifact and every cross-track claim is machine-checked...

active inferencepymdpsophisticated inferencegeneralized notation notationlean

Use Notes

Concise findings and methods pulled from README/SKILL documentation.

Findings / Concepts
  • We study a minimal Active Inference stack on toy models: a Bernoulli–Ising analytical oracle, a pymdp T-maze rollout, and a sheaf-indexed compose contract that binds 34 fragment tracks into 12 flat IM
  • The methodological contribution is a discipline rather than a domain finding: every reported number is hydrated from a generated artifact and every cross-track claim is machine-checked before renderin
Methods / Techniques
  • Software pipeline design
  • Data-driven analysis

Citation

Plain-text citation for quick reuse.

Friedman, Daniel Ari. 2026. Active Inference Multi-Track Exemplar. Zenodo. DOI: 10.5281/zenodo.20417021. URL: https://doi.org/10.5281/zenodo.20417021.

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