# The application of reinforcement learning to NATM tunnel design

> Research article (Underground Space, 2022) · cited 20× · AI/ML

**Wikidata**: [openalex:W4224999693](https://www.wikidata.org/wiki/openalex:W4224999693)  
**Source**: https://4ort.xyz/entity/the-application-of-reinforcement-learning-to-natm-tunnel-design