# Predictive Action Planning for Hole Cleaning Optimization and Stuck Pipe Prevention Using Digital Twinning and Reinforcement Learning

> Research article (IADC/SPE International Drilling Conference and Exhibition, 2020) · cited 28× · AI/ML

**Wikidata**: [openalex:W3007866572](https://www.wikidata.org/wiki/openalex:W3007866572)  
**Source**: https://4ort.xyz/entity/predictive-action-planning-for-hole-cleaning-optimization-and-stuck-pipe-prevention-using-digital-twinning-and-reinforce