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#reinforcement learning Review Open access Sep 2026

A Decision-Centered Survey of Machine Learning for Routing in Ad Hoc Networks: MANETs, VANETs, and FANETs

This survey unifies vehicular, UAV-swarm, and MANET studies in one decision-centered framework, and concludes with open challenges that reframe learning-based routing around generalization, prediction reliability, security, reproducible evaluation, and deployability rather than incremental packet-delivery gains.

Yue Liu, Xue-Jun Li · 0 citations

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