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cs.LG2024
An open source Multi-Agent Deep Reinforcement Learning Routing Simulator for satellite networks
Federico Lozano-Cuadra, Mathias D. Thorsager, Israel Leyva-Mayorga +1
This paper introduces an open source simulator for packet routing in Low Earth Orbit Satellite Constellations (LSatCs) considering the dynamic system uncertainties. The simulator,…
cs.LG2024
Continual Deep Reinforcement Learning for Decentralized Satellite Routing
Federico Lozano-Cuadra, Beatriz Soret, Israel Leyva-Mayorga +1
This paper introduces a full solution for decentralized routing in Low Earth Orbit satellite constellations based on continual Deep Reinforcement Learning (DRL). This requires addr…