# Condition-based maintenance strategy for redundant systems with arbitrary structures using improved reinforcement learning

> Research article (Reliability Engineering & System Safety, 2022) · cited 56× · AI/ML

**Wikidata**: [openalex:W4281628183](https://www.wikidata.org/wiki/openalex:W4281628183)  
**Source**: https://4ort.xyz/entity/condition-based-maintenance-strategy-for-redundant-systems-with-arbitrary-structures-using-improved-reinforcement-learni