---
name: "GNNBasedActive"
description: "Use for GNN-based active inference for Battleship, a paired GitHub and Zenodo publication with DOI 10.5281/zenodo.23670187."
tags: ["active-inference", "battleship", "generalized-notation-notation", "bayesian-inference", "active-sensing", "reproducible-software"]
---

# GNN-based active inference for Battleship

## Instructions

Use this skill when working with the publication **GNN-based active inference for Battleship** or its paired release artifacts.

1. Ground citations in DOI `10.5281/zenodo.23670187`.
2. Treat the Zenodo record as the archival source and the GitHub release as the executable/source release.
3. Keep release tag `v0.5.0` and repository `ActiveInferenceInstitute/active_inference_battleship` linked when updating catalog surfaces.

## Key Concepts

- **active inference**
- **Battleship**
- **Generalized Notation Notation**
- **Bayesian inference**
- **active sensing**
- **reproducible software**

## Prerequisites

- Familiarity with the source repository and Zenodo record.
- Awareness that new versions may update both GitHub and Zenodo surfaces.

## Related

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