A hybrid classical-quantum approach to speed-up Q-learning

We introduce a classical-quantum hybrid approach to computation, allowing for a quadratic performance improvement in the decision process of a learning agent. Using the paradigm of quantum accelerators, we introduce a routine that runs on a quantum computer, which allows for the encoding of probabil...

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Detalles Bibliográficos
Autores principales: Sannia, A., Giordano, A., Gullo, N. Lo, Mastroianni, C., Plastina, F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9995512/
https://www.ncbi.nlm.nih.gov/pubmed/36890198
http://dx.doi.org/10.1038/s41598-023-30990-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9995512/
https://www.ncbi.nlm.nih.gov/pubmed/36890198
http://dx.doi.org/10.1038/s41598-023-30990-5

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