SatQNet uses decentralized RL with an edge-centric directed line graph neural network to route entanglements in dynamic satellite-assisted quantum networks, outperforming heuristics and generalizing to unseen topologies.
Towards Generalizability of Multi-Agent Reinforcement Learning in Graphs with Recurrent Message Passing,
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SatQNet: Satellite-assisted Quantum Network Entanglement Routing Using Directed Line Graph Neural Networks
SatQNet uses decentralized RL with an edge-centric directed line graph neural network to route entanglements in dynamic satellite-assisted quantum networks, outperforming heuristics and generalizing to unseen topologies.