# Can Deep Reinforcement Learning Improve Inventory Management? Performance on Lost Sales, Dual-Sourcing, and Multi-Echelon Problems

> Research article (Manufacturing & Service Operations Management, 2022) · cited 171× · AI/ML

**Wikidata**: [openalex:W4205375500](https://www.wikidata.org/wiki/openalex:W4205375500)  
**Source**: https://4ort.xyz/entity/can-deep-reinforcement-learning-improve-inventory-management-performance-on-lost-sales-dual-sourcing-and-multi-echelon-p