Photonic Decision Making for Solving Bandit Problem Using Laser Network
Takatomo Mihana, Kazutaka Kanno, Makoto Naruse, Atsushi Uchida · 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC) · 2022
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.