[19p-Z34-1~17] FS.1 Focused Session "AI Electronics"

[19p-Z34-15] Structure recognition by schubert polynomial generated by nearfield patterns and its scalability

〇Sota Nakajima¹, Hirotsugu Suzui², Kazuharu Uchiyama³, Hirokazu Hori³, Nicolas Chauvet^1,2, Ryoichi Horisaki^1,2, Makoto Naruse^1,2 (1.Faculty of Eng., Univ. Tokyo, 2.Information Physics and Computing, Univ. Tokyo, 3.Univ. Yamanashi)

Keywords:bandit problem, Schubert calculus

In this study, we consider the problem of recognizing the ordering of all arms as a variant of the bandit problem. We show that the Schubert calculus can be used to solve this problem, and that local light propagation in photochromic single crystal can be used to generate the Schubert matrix, which contributes to speeding up the process.