# An efficient personalized federated learning approach in heterogeneous environments: a reinforcement learning perspective

> Research article (Scientific Reports, 2024) · cited 13× · AI/ML

**Wikidata**: [openalex:W4404588525](https://www.wikidata.org/wiki/openalex:W4404588525)  
**Source**: https://4ort.xyz/entity/an-efficient-personalized-federated-learning-approach-in-heterogeneous-environments-a-reinforcement-learning-perspective