# An effective energy management Layout-Based reinforcement learning for household demand response in digital twin simulation

> Research article (Solar Energy, 2023) · cited 55× · AI/ML

**Wikidata**: [openalex:W4372271762](https://www.wikidata.org/wiki/openalex:W4372271762)  
**Source**: https://4ort.xyz/entity/an-effective-energy-management-layout-based-reinforcement-learning-for-household-demand-response-in-digital-twin-simulat