# Optimal Resource Allocation Considering Non-Uniform Spatial Traffic Distribution in Ultra-Dense Networks: A Multi-Agent Reinforcement Learning Approach

> Research article (IEEE Access, 2022) · cited 17× · AI/ML

**Wikidata**: [openalex:W4213206872](https://www.wikidata.org/wiki/openalex:W4213206872)  
**Source**: https://4ort.xyz/entity/optimal-resource-allocation-considering-non-uniform-spatial-traffic-distribution-in-ultra-dense-networks-a-multi-agent-r