# Procedural Content Generation through Quality Diversity

*Source* · `src-gravina-2019-pcg-quality-diversity` · status: **n/a**

| field | value |
|---|---|
| kind | Peer-reviewed paper |
| authors | Daniele Gravina, Ahmed Khalifa, Antonios Liapis, Julian Togelius, Georgios N. Yannakakis |
| venue | IEEE Conference on Games 2019 |
| date | 2019-07-09 |
| doi | 10.1109/CIG.2019.8848053 |
| arxiv | 1907.04053 |
| accessed | 2026-10-24 |

## Backlinks (computed)

**cited by:** [Quality-diversity search (MAP-Elites) for content and balance](../technique/quality-diversity-search.md)

## Citation

Daniele Gravina, Ahmed Khalifa, Antonios Liapis, Julian Togelius, Georgios N. Yannakakis (2019-07-09). *Procedural Content Generation through Quality Diversity*. IEEE Conference on Games 2019 https://doi.org/10.1109/CIG.2019.8848053

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Provenance: created in run `2026-10-24-techniques-rl-design`.