Summary
International Symposium on Nonlinear Theory and Its Applications
2022
Session Number:B4L-C
Session:
Number:B4L-C-04
Experiment on Decision Making Using Chaotic Multi-Mode Semiconductor Laser with Optical Feedback and Injection
Ryugo Iwami , Takatomo Mihana , Kazutaka Kanno , Makoto Naruse , Atsushi Uchida,
pp.397-400
Publication Date:12/12/2022
Online ISSN:2188-5079
Summary:
Photonic decision making has been investigated for solving the multi-armed bandit problem, which is one of the important problems in reinforcement learning. Photonic decision making using controlling chaotic itinerancy in a multi-mode semiconductor laser has been reported in numerical simulations. In this study, we experimentally investigate photonic decision making using chaotic itinerancy in a multi-mode semiconductor laser with optical feedback and injection. We solve the two-armed bandit problem by controlling the optical injection strengths to the multi-mode semiconductor laser.