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cs.NI2026
LLM-Driven Automated Reward Design for Reinforcement Learning-Based Routing in LEO Satellite Networks
Walter P. Casas, Nelson L. S. da Fonseca, and Carlos A. Astudillo
Routing in Low Earth Orbit (LEO) satellite networks is challenging due to highly dynamic topologies and spatio-temporal network conditions. Reinforcement Learning (RL) has emerged…
cs.NI2023
Data-driven Intra-Autonomous Systems Graph Generator
Caio Vinicius Dadauto, Nelson Luis Saldanha da Fonseca, Ricardo da Silva Torres
Accurate modeling of realistic network topologies is essential for evaluating novel Internet solutions. Current topology generators, notably scale-free-based models, fail to captur…