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Paul Almasan

Barcelona Neural Networking Center, Universitat Politècnica de Catalunya, Spain

Accelerating Deep Reinforcement Learning for Digital Twin Network Optimization with Evolutionary Strategies

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Feb 01, 2022
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Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities

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Dec 29, 2021
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ENERO: Efficient Real-Time Routing Optimization

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Sep 22, 2021
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The Graph Neural Networking Challenge: A Worldwide Competition for Education in AI/ML for Networks

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Jul 26, 2021
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Deep Reinforcement Learning meets Graph Neural Networks: An optical network routing use case

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Oct 16, 2019
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RouteNet: Leveraging Graph Neural Networks for network modeling and optimization in SDN

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Oct 03, 2019
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