# Hierarchical Reinforcement Learning for Energy-Efficient API Traffic Optimization in Large-Scale Advertising Systems

> Research article (IEEE Access, 2025) · cited 17× · AI/ML

**Wikidata**: [openalex:W4413155243](https://www.wikidata.org/wiki/openalex:W4413155243)  
**Source**: https://4ort.xyz/entity/hierarchical-reinforcement-learning-for-energy-efficient-api-traffic-optimization-in-large-scale-advertising-systems
