[19a-A32-1~10] 3.9 Optical quantum physics and technologies

10:45 AM - 11:00 AM JST(1:45 AM - 2:00 AM UTC)Presentation by Applicant for JSAP Young Scientists Presentation Award

[19a-A32-7] Decision making for multi-armed bandit problem using dynamics in complex networks

〇Sion Park¹, Kento Takehana¹, Atsushi Uchida¹ (1.Saitama Univ.)

Keywords:

spatial light modulator,complex networks,decision-making

Recently, decision-making experiments using spatial light modulators have been reported. However, decision-making performance using dynamics with coupling between macropixels based on complex network structures has not been investigated. In this study, we generate spatio-temporal optical dynamics based on complex networks using spatial light modulator. We investigate decision-making performance by numerical simulations. We found that the best decision-making performance is obtained in the case of random network structures.