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Quantum feedback control with a transformer neural network architecture

Pranav Vaidhyanathan ¹, Florian Marquardt ^2,3, Mark T. Mitchison ^4,5,*, and Natalia Ares ^1,†

¹Department of Engineering Science, University of Oxford, Oxford OX1 3PJ, United Kingdom
²Max Planck Institute for the Science of Light, Staudtstraße 2, 91058 Erlangen, Germany
³Department of Physics, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91058 Erlangen, Germany
⁴School of Physics, Trinity College Dublin, College Green, Dublin 2 D02 K8N4, Ireland
⁵Department of Physics, King's College London, Strand, London WC2R 2LS, United Kingdom

^*Contact author: mark.mitchison@kcl.ac.uk
^†Contact author: natalia.ares@eng.ox.ac.uk

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Articles Citing

Quantum feedback control with a transformer neural network architecture

CDJ-Pontryagin Optimal Control for General Continuously Monitored Quantum Systems

Metalearning characteristics and dynamics of quantum systems

Machine learning approach to tomographic pattern generation and classification of quantum states of light

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