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Deep reinforcement learning algorithm for self-tuning 8-figure fiber laser. / Kokhanovskiy, Alexey; Kuprikov, Evgeny; Serebrennikov, Kirill et al.

The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021. The Optical Society, 2021. cj_4_3 (Optics InfoBase Conference Papers).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Harvard

Kokhanovskiy, A, Kuprikov, E, Serebrennikov, K & Turitsyn, S 2021, Deep reinforcement learning algorithm for self-tuning 8-figure fiber laser. in The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021., cj_4_3, Optics InfoBase Conference Papers, The Optical Society, 2021 European Conference on Lasers and Electro-Optics, CLEO/Europe 2021, Virtual, Online, Germany, 21.06.2021.

APA

Kokhanovskiy, A., Kuprikov, E., Serebrennikov, K., & Turitsyn, S. (2021). Deep reinforcement learning algorithm for self-tuning 8-figure fiber laser. In The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021 [cj_4_3] (Optics InfoBase Conference Papers). The Optical Society.

Vancouver

Kokhanovskiy A, Kuprikov E, Serebrennikov K, Turitsyn S. Deep reinforcement learning algorithm for self-tuning 8-figure fiber laser. In The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021. The Optical Society. 2021. cj_4_3. (Optics InfoBase Conference Papers).

Author

Kokhanovskiy, Alexey ; Kuprikov, Evgeny ; Serebrennikov, Kirill et al. / Deep reinforcement learning algorithm for self-tuning 8-figure fiber laser. The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021. The Optical Society, 2021. (Optics InfoBase Conference Papers).

BibTeX

@inproceedings{5a59b60c3f1443eebb060da0ad8d6d60,
title = "Deep reinforcement learning algorithm for self-tuning 8-figure fiber laser",
abstract = "We demonstrate the performance of Q-learning algorithm for searching stable dissipative soliton generation inside 8-figure fiber laser via tuneable spectral filtration.",
author = "Alexey Kokhanovskiy and Evgeny Kuprikov and Kirill Serebrennikov and Sergey Turitsyn",
note = "Funding Information: This work was supported by the Russian Science Foundation (Grant No. 17-72-30006).; 2021 European Conference on Lasers and Electro-Optics, CLEO/Europe 2021 ; Conference date: 21-06-2021 Through 25-06-2021",
year = "2021",
language = "English",
series = "Optics InfoBase Conference Papers",
publisher = "The Optical Society",
booktitle = "The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021",
address = "United States",

}

RIS

TY - GEN

T1 - Deep reinforcement learning algorithm for self-tuning 8-figure fiber laser

AU - Kokhanovskiy, Alexey

AU - Kuprikov, Evgeny

AU - Serebrennikov, Kirill

AU - Turitsyn, Sergey

N1 - Funding Information: This work was supported by the Russian Science Foundation (Grant No. 17-72-30006).

PY - 2021

Y1 - 2021

N2 - We demonstrate the performance of Q-learning algorithm for searching stable dissipative soliton generation inside 8-figure fiber laser via tuneable spectral filtration.

AB - We demonstrate the performance of Q-learning algorithm for searching stable dissipative soliton generation inside 8-figure fiber laser via tuneable spectral filtration.

UR - http://www.scopus.com/inward/record.url?scp=85120433739&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:85120433739

T3 - Optics InfoBase Conference Papers

BT - The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021

PB - The Optical Society

T2 - 2021 European Conference on Lasers and Electro-Optics, CLEO/Europe 2021

Y2 - 21 June 2021 through 25 June 2021

ER -

ID: 34877657