---
name: "RobustBeliefSharing"
description: "Use for Robust Belief Sharing in Federated Active Inference: A Recovery-Tested Generalized-Variational Framework for Categorical Contamination-Aware Consensus, a Zenodo publication with DOI 10.5281/zenodo.21864003."
tags: ["active-inference", "federated-learning", "generalised-variational-inference", "belief-sharing", "robustness", "fedgvi"]
---

# Robust Belief Sharing in Federated Active Inference: A Recovery-Tested Generalized-Variational Framework for Categorical Contamination-Aware Consensus

## Instructions

Use this skill when working with the publication **Robust Belief Sharing in Federated Active Inference: A Recovery-Tested Generalized-Variational Framework for Categorical Contamination-Aware Consensus** or its archival record.

1. Ground citations in DOI `10.5281/zenodo.21864003`.
2. Treat the Zenodo record as the archival source.

## Key Concepts

- **active inference**
- **federated learning**
- **generalised variational inference**
- **belief sharing**
- **robustness**
- **FedGVI**

## Related

- [README.md](README.md)
- [Full Bibliography](../../pages/BIBLIOGRAPHY.md)