# Mobile Network-Aware Middleware Framework for Cloud Offloading: Using Reinforcement Learning to Make Reward-Based Decisions in Smartphone Applications

> Research article (IEEE Consumer Electronics Magazine, 2018) · cited 13× · AI/ML

**Wikidata**: [openalex:W2905146905](https://www.wikidata.org/wiki/openalex:W2905146905)  
**Source**: https://4ort.xyz/entity/mobile-network-aware-middleware-framework-for-cloud-offloading-using-reinforcement-learning-to-make-reward-based-decisio