Autonomous Pulse Control for Quantum Transducers with Deep Reinforcement Learning

Quantum transducers are the back-bone technology and enabler for the Quantum Internet. We created a Deep Reinforcment Learning control framework to overcome current, low conversion efficiencies, bringing quantum transducers towards practical use. © 2021 The Author(s)

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Bibliographic Details
Published in2022 Optical Fiber Communications Conference and Exhibition (OFC) pp. 1 - 3
Main Authors Metcalf, Mekena, Chen, Huo, Butko, Anastasiia, Kiran, Mariam
Format Conference Proceeding
LanguageEnglish
Published OSA 01.03.2022
Subjects
Internet
Optical fiber communication
Reinforcement learning
Transducers
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Summary:Quantum transducers are the back-bone technology and enabler for the Quantum Internet. We created a Deep Reinforcment Learning control framework to overcome current, low conversion efficiencies, bringing quantum transducers towards practical use. © 2021 The Author(s)