Ultrafast photonic reinforcement learning based on laser chaos

Reinforcement learning involves decision making in dynamic and uncertain environments and constitutes an important element of artificial intelligence (AI). In this work, we experimentally demonstrate that the ultrafast chaotic oscillatory dynamics of lasers efficiently solve the multi-armed bandit p...

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Detalles Bibliográficos
Autores principales: Naruse, Makoto, Terashima, Yuta, Uchida, Atsushi, Kim, Song-Ju
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5562742/
https://www.ncbi.nlm.nih.gov/pubmed/28821739
http://dx.doi.org/10.1038/s41598-017-08585-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5562742/
https://www.ncbi.nlm.nih.gov/pubmed/28821739
http://dx.doi.org/10.1038/s41598-017-08585-8

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