Deep reinforcement with spectrum series learning control for a mode-locked fiber laser

Zhan Li; Shuaishuai Yang; Qi Xiao; Tianyu Zhang; Yong Li; Lu Han; Dean Liu; Xiaoping Ouyang; Jianqiang Zhu

doi:10.1364/PRJ.455493

Photonics Research, Volume. 10, Issue 6, 1491(2022)

Deep reinforcement with spectrum series learning control for a mode-locked fiber laser

Zhan Li^1,2, Shuaishuai Yang^1,3, Qi Xiao^1,2, Tianyu Zhang^1,2, Yong Li^1,2, Lu Han^1,2, Dean Liu^1,4、*, Xiaoping Ouyang^1,5、*, and Jianqiang Zhu¹

Author Affiliations

¹Key Laboratory of High Power Laser and Physics, Shanghai Institute of Optics and Fine Mechanics, Chinese Academy of Sciences, Shanghai 201800, China

²Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, China

³Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China

⁴e-mail: liudean@siom.ac.cn

⁵e-mail: oyxp@siom.ac.cn

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Zhan Li, Shuaishuai Yang, Qi Xiao, Tianyu Zhang, Yong Li, Lu Han, Dean Liu, Xiaoping Ouyang, Jianqiang Zhu, "Deep reinforcement with spectrum series learning control for a mode-locked fiber laser," Photonics Res. 10, 1491 (2022)

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Paper Information

Category: Lasers and Laser Optics

Received: Feb. 4, 2022

Accepted: Apr. 29, 2022

Published Online: May. 25, 2022

The Author Email: Dean Liu (liudean@siom.ac.cn), Xiaoping Ouyang (oyxp@siom.ac.cn)

DOI:10.1364/PRJ.455493

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology