Summary
International Symposium on Nonlinear Theory and Its Applications
2022
Session Number:B4L-C
Session:
Number:B4L-C-03
Decision Making for Multi-Armed Bandit Problem Using Two Different Dynamics in Laser Network
Keigo Sasaki , Takatomo Mihana , Kazutaka Kanno , Makoto Naruse , Atsushi Uchida,
pp.393-396
Publication Date:12/12/2022
Online ISSN:2188-5079
Summary:
We experimentally demonstrate decision making to solve the multi-armed bandit problem using two different dynamics of low frequency fluctuations and chaos in a semiconductor laser network. We make decision by associating slot machines with semiconductor lasers in the laser network, and controlling the coupling strengths among the lasers based on the result of slot machine selection. We compare the performance of decision making between the low frequency fluctuations and chaos.