# Optimal Demand Response Using Device-Based Reinforcement Learning

> Research article (IEEE Transactions on Smart Grid, 2015) · cited 268× · AI/ML

**Wikidata**: [openalex:W2024998154](https://www.wikidata.org/wiki/openalex:W2024998154)  
**Source**: https://4ort.xyz/entity/optimal-demand-response-using-device-based-reinforcement-learning