Search Results for author: LiangYao Chen

Found 2 papers, 0 papers with code

A Reinforcement learning method for Optical Thin-Film Design

no code implementations13 Feb 2021 Anqing Jiang, LiangYao Chen, Osamu Yoshie

Machine learning, especially deep learning, is dramatically changing the methods associated with optical thin-film inverse design.

reinforcement-learning Reinforcement Learning (RL)

A new multilayer optical film optimal method based on deep q-learning

no code implementations7 Dec 2018 Anqing Jiang, Osamu Yoshie, LiangYao Chen

This model can converge the global optimum of the optical thin film structure, this will greatly improve the design efficiency of multi-layer films.

Q-Learning

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