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

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

(2021) Qiuquan Yan et al.   Photonics Research

Reward is enough

(2021) David Silver et al.   ARTIFICIAL INTELLIGENCE

Multipulsing states management in all-normal dispersion fiber laser with a fiber-based spectral filter

(2020) Ankita Khanolkar et al.   OPTICS LETTERS

Machine Learning Methods for Control of Fibre Lasers with Double Gain Nonlinear Loop Mirror

(2019) Alexey Kokhanovskiy et al.   Scientific Reports

Learning dexterous in-hand manipulation

(2019) OpenAI: Marcin Andrychowicz et al.   INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH

Dissipative Kerr solitons in optical microresonators

(2018) Tobias J. Kippenberg et al.   SCIENCE

Layout of NALM fiber laser with adjustable peak power of generated pulses

(2017) Sergey Smirnov et al.   OPTICS LETTERS

In situ click chemistry generation of cyclooxygenase-2 inhibitors

(2017) Atul Bhardwaj et al.   Nature Communications

Dissipative solitons in fiber lasers

(2016) S K Turitsyn et al.   PHYSICS-USPEKHI

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Extremum-Seeking Control of a Mode-Locked Laser

(2013) Steven L. Brunton et al.   IEEE JOURNAL OF QUANTUM ELECTRONICS

Dissipative solitons for mode-locked lasers

(2012) Philippe Grelu et al.   Nature Photonics

Dispersion-managed solitons in fibre systems and lasers

(2012) Sergei K. Turitsyn et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Generation of double-scale femto/pico-second optical lumps in mode-locked fiber lasers

(2009) Sergey Kobtsev et al.   OPTICS EXPRESS