Deep reinforcement learning meets graph neural networks: Exploring a routing optimization use case
Paul Almasan, José Suárez‐Varela, Krzysztof Rusek, Pere Barlet-Ros, Albert Cabellos‐Aparicio
Topics & Concepts
Computer scienceReinforcement learningNetwork topologyGeneralizationArtificial intelligenceRouting (electronic design automation)GraphArtificial neural networkConvolutional neural networkMachine learningDistributed computingTheoretical computer scienceComputer networkMathematicsMathematical analysisSoftware-Defined Networks and 5GAdvanced Memory and Neural ComputingAdvanced Optical Network Technologies