TY - GEN
T1 - OTF Gym
T2 - 2021 Conference on Lasers and Electro-Optics, CLEO 2021
AU - Jiang, Anqing
AU - Chen, Liangyao
AU - Yoshie, Osamu
N1 - Publisher Copyright:
© 2021 OSA.
PY - 2021/5
Y1 - 2021/5
N2 - OTF gym is a python library for optical thin film inverse design. This paper focuses on creating a collection of the reinforcement learning environment to achieve a multi-layer optical thin film inverse design. We develop environments based on TMM simulation to solve various optimization targets(material, thickness, structural) with a single-agent and multi-agent reinforcement learning algorithm. This code is available in Github.
AB - OTF gym is a python library for optical thin film inverse design. This paper focuses on creating a collection of the reinforcement learning environment to achieve a multi-layer optical thin film inverse design. We develop environments based on TMM simulation to solve various optimization targets(material, thickness, structural) with a single-agent and multi-agent reinforcement learning algorithm. This code is available in Github.
UR - http://www.scopus.com/inward/record.url?scp=85120475352&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85120475352&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:85120475352
T3 - 2021 Conference on Lasers and Electro-Optics, CLEO 2021 - Proceedings
BT - 2021 Conference on Lasers and Electro-Optics, CLEO 2021 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 9 May 2021 through 14 May 2021
ER -