2017 Fiscal Year Final Research Report
Decision making based on single photons
Project/Area Number |
15K13387
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Research Category |
Grant-in-Aid for Challenging Exploratory Research
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Allocation Type | Multi-year Fund |
Research Field |
Optical engineering, Photon science
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Research Institution | National Institute of Information and Communications Technology |
Principal Investigator |
Naruse Makoto 国立研究開発法人情報通信研究機構, ネットワークシステム研究所, 総括研究員 (20323529)
|
Co-Investigator(Kenkyū-buntansha) |
金 成主 慶應義塾大学, 政策・メディア研究科(藤沢), 特任准教授 (30455456)
高橋 泰城 北海道大学, 文学研究科, 准教授 (60374170)
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Project Period (FY) |
2015-04-01 – 2018-03-31
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Keywords | 単一光子 / 意思決定 |
Outline of Final Research Achievements |
Decision making is a vital function in this age of machine learning and artificial intelligence. In this study, we demonstrated that single-photons can be used to make decisions in uncertain, dynamically changing environments. The multi-armed bandit problem was successfully solved using the dual probabilistic and particle attributes of single photons. Furthermore, we showed a category theoretic modeling and analysis of single-photon-based decision making. The category theoretic model reveals the complex interdependencies of subject matter entities in a simplified manner.
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Free Research Field |
光工学
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