3 papers
cs.NI2026
Initialization and Rate-Quality Functions for Generative Network Layer Protocols
Mathias Thorsager, Israel Leyva-Mayorga, Petar Popovski
Generative AI (GenAI) creates full content based on compact prompts. While GenAI has been used for applications where the generated content is returned to the prompt sender, it can…
cs.NI2025
Leveraging Generative AI for large-scale prediction-based networking
Mathias Thorsager, Israel Leyva-Mayorga, Petar Popovski
The traditional role of the network layer is to create an end-to-end route, through which the intermediate nodes replicate and forward the packets towards the destination. This rol…
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,…