# Learning by doing: A dual-loop implementation architecture of deep active learning and human-machine collaboration for smart robot vision

> Research article (Robotics and Computer-Integrated Manufacturing, 2023) · cited 23× · AI/ML

**Wikidata**: [openalex:W4387923662](https://www.wikidata.org/wiki/openalex:W4387923662)  
**Source**: https://4ort.xyz/entity/learning-by-doing-a-dual-loop-implementation-architecture-of-deep-active-learning-and-human-machine-collaboration-for-sm