# Efficient and assured reinforcement learning-based building HVAC control with heterogeneous expert-guided training

> Research article (Scientific Reports, 2025) · cited 14× · AI/ML

**Wikidata**: [openalex:W4408164943](https://www.wikidata.org/wiki/openalex:W4408164943)  
**Source**: https://4ort.xyz/entity/efficient-and-assured-reinforcement-learning-based-building-hvac-control-with-heterogeneous-expert-guided-training