SKYLINK is a distributed learning method for real-time link management in LEO satellite networks that achieves up to 92% lower weighted delay-plus-drop rates than Dijkstra in simulations with 25.4 million users.
Shap- ing Rewards, Shaping Routes: On Multi-Agent Deep Q-Networks for Routing in Satellite Constellation Networks
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SKYLINK: Scalable and Resilient Link Management in LEO Satellite Network
SKYLINK is a distributed learning method for real-time link management in LEO satellite networks that achieves up to 92% lower weighted delay-plus-drop rates than Dijkstra in simulations with 25.4 million users.