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Reinforcement Quantum Annealing: A Hybrid Quantum Learning Automata

We introduce the notion of reinforcement quantum annealing (RQA) scheme in which an intelligent agent searches in the space of Hamiltonians and interacts with a quantum annealer that plays the stochastic environment role of learning automata. At each iteration of RQA, after analyzing results (sample...

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Detalles Bibliográficos
Autores principales: Ayanzadeh, Ramin, Halem, Milton, Finin, Tim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7224393/
https://www.ncbi.nlm.nih.gov/pubmed/32409743
http://dx.doi.org/10.1038/s41598-020-64078-1