A Deep Reinforcement Learning Algorithm for Smart Control of Hysteresis Phenomena in a Mode-Locked Fiber Laser

Deep reinforcement learning for self-tuning laser source of dissipative solitons

(2022) Evgeny Kuprikov et al.   Scientific Reports

Low-latency deep-reinforcement learning algorithm for ultrafast fiber lasers

(2021) Qiuquan Yan et al.   Photonics Research

Transfer Learning for Neural Networks-Based Equalizers in Coherent Optical Systems

(2021) Pedro J. Freire et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Intelligent Breathing Soliton Generation in Ultrafast Fiber Lasers

(2021) Xiuqi Wu et al.   Laser & Photonics Reviews

Pulses with switchable wavelengths and hysteresis in an all-fiber spatio-temporal mode-locked laser

(2020) Han Wu et al.   Applied Physics Express

Intelligent control of mode-locked femtosecond pulses by time-stretch-assisted real-time spectral analysis

(2020) Guoqing Pu et al.   Light-Science & Applications

Deep Reinforcement Learning for Multiagent Systems: A Review of Challenges, Solutions, and Applications

(2020) Thanh Thi Nguyen et al.   IEEE Transactions on Cybernetics

Machine learning and applications in ultrafast photonics

(2020) Goëry Genty et al.   Nature Photonics

Machine learning-based pulse characterization in figure-eight mode-locked lasers

(2019) Alexey Kokhanovskiy et al.   OPTICS LETTERS

Inverse System Design Using Machine Learning: The Raman Amplifier Case

(2019) Darko Zibar et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Ultrawide-Space and Controllable Soliton Molecules in a Narrow-Linewidth Mode-Locked Fiber Laser

(2018) Renhua Li et al.   IEEE PHOTONICS TECHNOLOGY LETTERS

Toward an autosetting mode-locked fiber laser cavity

(2016) U. Andral et al.   JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS

Direct control of mode-locking states of a fiber laser

(2016) R. Iegorov et al.   Optica

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING