Photonic Decision Making by Chaotic Mode Dynamics in Multi-mode Semiconductor Laser with Optical Feedback.

Ryugo Iwami,Takatomo Mihana,Kazutaka Kanno,Makoto Naruse,Atsushi Uchida

Photonics in Switching and Computing (PSC)（2022）

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摘要

We propose a decision-making method for solving the multi-armed bandit problem by controlling chaotic mode dynamics in a multi-mode semiconductor laser. Chaotic mode dynamics can accelerate the decision-making performance for a large number of choices.

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关键词

Semiconductor laser,Optical computing,Reinforcement learning,Multi-mode laser

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