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Reinforcement learning-based architecture search for quantum machine learning

Quantum machine learning (QML) models use encoding circuits to map data into a quantum Hilbert space. While it is well known that the architecture of these circuits significantly influences core properties of the resulting model, they are often chosen heuristically. In this work, we present a approa...

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Detalhes bibliográficos
Principais autores: Frederic Rapp, David A Kreplin, Marco F Huber, Marco Roth
Formato: Artigo
Idioma:Inglês
Publicado em: IOP Publishing 2025-01-01
Colecção:Machine Learning: Science and Technology
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Acesso em linha:https://doi.org/10.1088/2632-2153/adaf75
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