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Publications / 2025

A Survey on DRL based UAV Communications and Networking: DRL Fundamentals, Applications and Implementations

Wei Zhao Shaoxin Cui Wen Qiu* Zhiqiang He* Zhi Liu Xiao Zheng Bomin Mao Nei Kato

IEEE Communications Surveys & Tutorials · 2025 Q1 · IF 42.8 Published surveydrluavnetworking
Figure · A Survey on DRL based UAV Communications and Networking: DRL Fundamentals, Applications and Implementations

Abstract

This survey traces the evolution of fundamental reinforcement learning theory and shows how core challenges have driven new methods, applied to UAV communications and networking.

A survey of DRL-based UAV communications and networking — outlining fundamentals, applications, and implementations from foundational theory to deployed systems.