# An End-to-End Calibration Method for Welding Robot Laser Vision Systems With Deep Reinforcement Learning

> Research article (IEEE Transactions on Instrumentation and Measurement, 2019) · cited 55× · AI/ML

**Wikidata**: [openalex:W2975809103](https://www.wikidata.org/wiki/openalex:W2975809103)  
**Source**: https://4ort.xyz/entity/an-end-to-end-calibration-method-for-welding-robot-laser-vision-systems-with-deep-reinforcement-learning