Active Inference · Paper · 2026

Active Inference Power Suite: Conditional Statistical Power under Controlled Generative Settings

Daniel Ari Friedman

Zenodo

Catalog Row199
Citation KeyFriedman2026ActiveInferencePowerSuite199
Paper FolderAvailable

Overview

Extracted from the local paper documentation when available.

Statistical power is an investigator-facing operating characteristic of an adaptive-study design. Before simulation, the investigator fixes an agent-side model, evaluator-side process, testing setting, policy, and replication plan. Each embedded agent acts only on visible history; simulated hidden truth is retained for scoring. active inference power makes that conditional estimand inspectable...

multiple testingfalse discovery rateBenjamini-Hochbergstatistical poweractive inferencepymdpsequential hypothesis testingreproducible research

Use Notes

Concise findings and methods pulled from README/SKILL documentation.

Findings / Concepts
  • See full paper for detailed findings and analysis
Methods / Techniques
  • Literature review
  • Theoretical analysis

Citation

Plain-text citation for quick reuse.

Friedman, Daniel Ari. 2026. Active Inference Power Suite: Conditional Statistical Power under Controlled Generative Settings. Zenodo. DOI: 10.5281/zenodo.21695160. URL: https://doi.org/10.5281/zenodo.21695160.

Primary source Documentation Full Text Source repository BibTeX

Related in Active Inference

Other catalogued works in the same domain.

View all Active Inference works, software & media →