arrow
Return

Single-photon decision maker

delete2015-08-17
delete59
delete
OA
AI
M
Makoto Naruse *
M
Martin Berthel
A
Aurélien Drezet
S
S. Huant
M
Masashi Aono
H
Hirokazu Hori
S
Song-Ju Kim
DOI:10.1038/srep13253delete
deleteOriginal
deleteShare
deleteSave
View PDF
Abstract

Abstract

En 中文
Decision making is critical in our daily lives and for society in general and is finding evermore practical applications in information and communication technologies. Herein, we demonstrate experimentally that single photons can be used to make decisions in uncertain, dynamically changing environments. Using a nitrogen-vacancy in a nanodiamond as a single-photon source, we demonstrate the decision-making capability by solving the multi-armed bandit problem. This capability is directly and immediately associated with single-photon detection in the proposed architecture, leading to adequate and adaptive autonomous decision making. This study makes it possible to create systems that benefit from the quantum nature of light to perform practical and vital intelligent functions.
Keywords:
OF-WAR MODEL
DIAMOND NANOCRYSTALS
COLOR-CENTERS
QUANTUM
EXPLORATION
AI Summary

AI Summary

Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.

Journal

Scientific Reports cover
Scientific Reports
IF:
3.9
Papers:
27.8W
Citations:
83.5W

Organization

U
universite grenoble alpes (uga)
Scholars:
2.1W
Papers: 1.5W
Citations: 23
C
centre national de la recherche scientifique (cnrs)
Scholars:
24.5W
Papers: 18.2W
Citations: 279
C
communaute universite grenoble alpes
Scholars:
3.5W
Papers: 2.7W
Citations: 29
I
Institute of Science Tokyo
Scholars:
3.2W
Papers: 2.7W
Citations: 117
researcher View more organizations