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Quantum Networking

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SatQNet: Decentralized RL Routing for Satellite Quantum Networks via Directed Line Graph Neural Networks

SatQNet introduces a decentralized reinforcement learning method for entanglement routing in satellite-assisted quantum networks, using an edge-centric directed line graph neural network for local message passing on directed edge embeddings. This approach captures dynamic link properties in high-deg