# Smart closed-loop control of laser welding using reinforcement learning

> Research article (Procedia CIRP, 2022) · cited 16× · AI/ML

**Wikidata**: [openalex:W4295034764](https://www.wikidata.org/wiki/openalex:W4295034764)  
**Source**: https://4ort.xyz/entity/smart-closed-loop-control-of-laser-welding-using-reinforcement-learning