# Fault pattern identification in multi-stage assembly processes with non-ideal sheet-metal parts based on reinforcement learning architecture

> Research article (Procedia CIRP, 2018) · cited 19× · AI/ML

**Wikidata**: [openalex:W2799359634](https://www.wikidata.org/wiki/openalex:W2799359634)  
**Source**: https://4ort.xyz/entity/fault-pattern-identification-in-multi-stage-assembly-processes-with-non-ideal-sheet-metal-parts-based-on-reinforcement-l