# PCGRL: Procedural Content Generation via Reinforcement Learning

*Source* · `src-khalifa-2020-pcgrl` · status: **n/a**

| field | value |
|---|---|
| kind | Preprint |
| authors | Ahmed Khalifa, Philip Bontrager, Sam Earle, Julian Togelius |
| venue | arXiv |
| date | 2020-01-24 |
| arxiv | 2001.09212 |
| accessed | 2026-10-24 |

## Backlinks (computed)

**cited by:** [Learned level and map generation (PCGRL, MarioGPT, LLM generators)](../technique/learned-level-generation.md)

## Citation

Ahmed Khalifa, Philip Bontrager, Sam Earle, Julian Togelius (2020-01-24). *PCGRL: Procedural Content Generation via Reinforcement Learning*. arXiv https://arxiv.org/abs/2001.09212

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