# Physics-informed deep reinforcement learning for enhancement on tunnel boring machine's advance speed and stability

> Research article (Automation in Construction, 2023) · cited 43× · AI/ML

**Wikidata**: [openalex:W4389636776](https://www.wikidata.org/wiki/openalex:W4389636776)  
**Source**: https://4ort.xyz/entity/physics-informed-deep-reinforcement-learning-for-enhancement-on-tunnel-boring-machine-s-advance-speed-and-stability