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conference-paper

Photonic Decision Making for Solving Bandit Problem Using Laser Network

Atsushi UchidaTakatomo MihanaKazutaka KannoMakoto Naruse

  • 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC)
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Abstract

We propose a scheme of photonic decision making for solving the multi-armed bandit problem using semiconductor laser network as photonic accelerators. We numerically demonstrate that we can solve different bandit problems using the proposed scheme.

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Publication details

DOI
10.23919/oecc/psc53152.2022.9849962
OpenAlex
W4300269257
Document type
conference-paper
Language
EN
Source
2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC)
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