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Zhenyu Zhao

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#edge computing Preprint Aug 2026

Traffic-Adaptive Per-Hop Multipath Routing in Multi-Hop UAV Networks

This work develops a multi-agent reinforcement learning (MARL) algorithm, termed Multi-Agent Proximal Policy Optimization with Dirichlet Modeling (MAPPO-DM), which follows the centralized-training-and-decentralized-execution framework and models continuous traffic-splitting actions using a Dirichlet distribution.

Zhenyu Zhao, Tian-Kui Zhang, Xiao-Xia Xu et al. · 0 citations