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Prospects of reinforcement learning for the simultaneous damping of many mechanical modes

We apply adaptive feedback for the partial refrigeration of a mechanical resonator, i.e. with the aim to simultaneously cool the classical thermal motion of more than one vibrational degree of freedom. The feedback is obtained from a neural network parametrized policy trained via a reinforcement lea...

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Detalles Bibliográficos
Autores principales: Sommer, Christian, Asjad, Muhammad, Genes, Claudiu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7021687/
https://www.ncbi.nlm.nih.gov/pubmed/32060483
http://dx.doi.org/10.1038/s41598-020-59435-z