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Cited article:

Integrating supervised and reinforcement learning for predictive control with an unmodulated pyramid wavefront sensor for adaptive optics

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Alexander Chaushev, Stephanie Sallum, Julien Lozi, Jeffrey Chilcote, Tyler Groff, Olivier Guyon, Jeremy Kasdin, Barnaby Norris, Andrew Skemer, Stephanie Sallum, Joel Sanchez-Bermudez and Jens Kammerer
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Image-to-image translation for wavefront and point spread function estimation

Jeffrey Smith, Jesse Cranney, Charles Gretton and Damien Gratadour
Journal of Astronomical Telescopes, Instruments, and Systems 9 (01) (2023)
https://doi.org/10.1117/1.JATIS.9.1.019001

Adaptive optics control with multi-agent model-free reinforcement learning

B. Pou, F. Ferreira, E. Quinones, D. Gratadour and M. Martin
Optics Express 30 (2) 2991 (2022)
https://doi.org/10.1364/OE.444099

Direction dependent point spread function reconstruction for multi-conjugate adaptive optics on giant segmented mirror telescopes

R. Wagner, D. Saxenhuber, R. Ramlau and S. Hubmer
Astronomy and Computing 40 100590 (2022)
https://doi.org/10.1016/j.ascom.2022.100590

A correlation-locking adaptive filtering technique for minimum variance integral control in adaptive optics

V. Deo, É. Gendron, F. Vidal, et al.
Astronomy & Astrophysics 650 A41 (2021)
https://doi.org/10.1051/0004-6361/202040216

Joint estimation of atmospheric and instrumental defects using a parsimonious point spread function model

Olivier Beltramo-Martin, Romain Fétick, Benoit Neichel and Thierry Fusco
Astronomy & Astrophysics 643 A58 (2020)
https://doi.org/10.1051/0004-6361/202038679

A telescope-ready approach for modal compensation of pyramid wavefront sensor optical gain

V. Deo, É. Gendron, G. Rousset, et al.
Astronomy & Astrophysics 629 A107 (2019)
https://doi.org/10.1051/0004-6361/201935847

PEPITO: atmospheric Profiling from short-Exposure focal Plane Images in seeing-limiTed mOde

O Beltramo-Martin, N A Bharmal and C M Correia
Monthly Notices of the Royal Astronomical Society 486 (2) 2032 (2019)
https://doi.org/10.1093/mnras/stz979

Assessing and mitigating alignment defects of the pyramid wavefront sensor: a translation insensitive control method

V. Deo, É. Gendron, G. Rousset, et al.
Astronomy & Astrophysics 619 A56 (2018)
https://doi.org/10.1051/0004-6361/201833685

Fabrice Vidal, Éric Gendron, Vincent Deo, Jean-Tristan M. Buey, Gérard Rousset, Dirk Schmidt, Laura Schreiber and Laird M. Close
73 (2018)
https://doi.org/10.1117/12.2311631