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Scalable photonic reinforcement learning by time-division multiplexing of laser chaos

Reinforcement learning involves decision-making in dynamic and uncertain environments and constitutes a crucial element of artificial intelligence. In our previous work, we experimentally demonstrated that the ultrafast chaotic oscillatory dynamics of lasers can be used to efficiently solve the two-...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Naruse, Makoto, Mihana, Takatomo, Hori, Hirokazu, Saigo, Hayato, Okamura, Kazuya, Hasegawa, Mikio, Uchida, Atsushi
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6052166/
https://ncbi.nlm.nih.gov/pubmed/30022085
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-018-29117-y
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