# Dyna-PINN: Physics-informed deep dyna-q reinforcement learning for intelligent control of building heating system in low-diversity training data regimes

> Research article (Energy and Buildings, 2024) · cited 22× · AI/ML

**Wikidata**: [openalex:W4403267922](https://www.wikidata.org/wiki/openalex:W4403267922)  
**Source**: https://4ort.xyz/entity/dyna-pinn-physics-informed-deep-dyna-q-reinforcement-learning-for-intelligent-control-of-building-heating-system-in-low-