# Optimization for Master-UAV-Powered Auxiliary-Aerial-IRS-Assisted IoT Networks: An Option-Based Multi-Agent Hierarchical Deep Reinforcement Learning Approach

> Research article (IEEE Internet of Things Journal, 2022) · cited 27× · AI/ML

**Wikidata**: [openalex:W4226154943](https://www.wikidata.org/wiki/openalex:W4226154943)  
**Source**: https://4ort.xyz/entity/optimization-for-master-uav-powered-auxiliary-aerial-irs-assisted-iot-networks-an-option-based-multi-agent-hierarchical-