Nousiainen, J., Engler, B., Kasper, M., Rajani, C., Helin, T., Heritier, C.T., Quanz, S.P., Glauser, A.M., Lappeenranta–Lahti University of Technology Finlande (LUT), Aalto University, European Southern Observatory (ESO), TKK Helsinki University of Technology (TKK), DOTA, O.S.- de-P., ONERA, Laboratoire d’Astrophysique de Marseille (LAM), Aix Marseille Université (AMU)-Institut national des sciences de l’Univers (INSU - CNRS)-Centre National d’Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS), Institute for Particle Physics and Astrophysics ETH Zürich (IPA), Department of Physics = Departement Physik ETH Zürich (D-PHYS), Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology Zürich (ETH Zürich)-Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology Zürich (ETH Zürich), The work of J.N. and T.H. was supported by the Academy of Finland (Grant Nos. 3269613. and 3., Part of this work was supported by an ETH Zurich Research Grant. S.P.Q. gratefully acknowledges the financial support from ETH Zurich., Part of this work has been carried out within the framework of the National Centre of Competence in Research Planet S supported by the Swiss National Science Foundation (SNSF) (Grant Nos. 51 NF40 182901 and 51 NF40 205606). S.P.Q. and A.M.G acknowledge the support from the SNSF. and The COSMIC is developed through a strategic partnership between LESIA at Observatoire de Paris, A. at the A.N.U.M. and C. at S.U. of T. (2024) “Laboratory experiments of model-based reinforcement learning for adaptive optics control”, ISSN: 2329-4124 ; Journal of Astronomical Telescopes Instruments and Systems ; https://hal.science/hal-04650504 ; Journal of Astronomical Telescopes Instruments and Systems, 2024, 10 (01), pp.019001. ⟨10.1117/1.JATIS.10.1.019001]⟩ [Preprint]. doi:10.1117/1.JATIS.10.1.019001.

Nousiainen, Jalo, Byron Engler, Markus Kasper, Chang Rajani, Tapio Helin, Cédric, T Heritier, Sascha, P Quanz, Adrian, M Glauser, Lappeenranta–Lahti University of Technology Finlande (LUT), Aalto University, European Southern Observatory (ESO), TKK Helsinki University of Technology (TKK), ONERA Salon-de-Provence DOTA, ONERA, Laboratoire d’Astrophysique de Marseille (LAM), Aix Marseille Université (AMU)-Institut national des sciences de l’Univers (INSU - CNRS)-Centre National d’Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS), Institute for Particle Physics and Astrophysics ETH Zürich (IPA), Department of Physics = Departement Physik ETH Zürich (D-PHYS), Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology Zürich (ETH Zürich)-Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology Zürich (ETH Zürich), The work of J.N. and T.H. was supported by the Academy of Finland (Grant Nos. 326961345720, and 353094)., Part of this work was supported by an ETH Zurich Research Grant. S.P.Q. gratefully acknowledges the financial support from ETH Zurich., Part of this work has been carried out within the framework of the National Centre of Competence in Research Planet S supported by the Swiss National Science Foundation (SNSF) (Grant Nos. 51 NF40 182901 and 51 NF40 205606). S.P.Q. and A.M.G acknowledge the support from the SNSF., and AITC at the Australian National University, Microgate, and CAS at Swinburne University of Technology. The COSMIC is developed through a strategic partnership between LESIA at Observatoire de Paris. “Laboratory Experiments of Model-Based Reinforcement Learning for Adaptive Optics Control”. ISSN: 2329-4124 ; Journal of Astronomical Telescopes Instruments and Systems ; https://hal.science/Hal-04650504 ; Journal of Astronomical Telescopes Instruments and Systems, 2024, 10 (01), pp.019001. ⟨10.1117/1.JATIS.10.1.019001]⟩, January 1, 2024. https://doi.org/10.1117/1.JATIS.10.1.019001.

Nousiainen, J., Engler, B., Kasper, M., Rajani, C., Helin, T., Heritier, C. T., Quanz, S. P., Glauser, A. M., Lappeenranta–Lahti University of Technology Finlande (LUT), Aalto University, European Southern Observatory (ESO), TKK Helsinki University of Technology (TKK), DOTA, O. S.- de-P., ONERA, Laboratoire d’Astrophysique de Marseille (LAM), Aix Marseille Université (AMU)-Institut national des sciences de l’Univers (INSU - CNRS)-Centre National d’Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS), Institute for Particle Physics and Astrophysics ETH Zürich (IPA), Department of Physics = Departement Physik ETH Zürich (D-PHYS), Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology Zürich (ETH Zürich)-Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology Zürich (ETH Zürich), The work of J.N. and T.H. was supported by the Academy of Finland (Grant Nos. 3269613. and 3., Part of this work was supported by an ETH Zurich Research Grant. S.P.Q. gratefully acknowledges the financial support from ETH Zurich., Part of this work has been carried out within the framework of the National Centre of Competence in Research Planet S supported by the Swiss National Science Foundation (SNSF) (Grant Nos. 51 NF40 182901 and 51 NF40 205606). S.P.Q. and A.M.G acknowledge the support from the SNSF., & The COSMIC is developed through a strategic partnership between LESIA at Observatoire de Paris, A. at the A. N. U. M. and C. at S. U. of T. (2024). Laboratory experiments of model-based reinforcement learning for adaptive optics control. ISSN: 2329-4124 ; Journal of Astronomical Telescopes Instruments and Systems ; https://hal.science/Hal-04650504 ; Journal of Astronomical Telescopes Instruments and Systems, 2024, 10 (01), pp.019001. ⟨10.1117/1.JATIS.10.1.019001]⟩. https://doi.org/10.1117/1.JATIS.10.1.019001

Nousiainen, J., B. Engler, M. Kasper, C. Rajani, T. Helin, C. T. Heritier, S. P. Quanz, A. M. Glauser, Lappeenranta–Lahti University of Technology Finlande (LUT), Aalto University, European Southern Observatory (ESO), TKK Helsinki University of Technology (TKK), O. S.- de-P. DOTA, ONERA, Laboratoire d’Astrophysique de Marseille (LAM), Aix Marseille Université (AMU)-Institut national des sciences de l’Univers (INSU - CNRS)-Centre National d’Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS), Institute for Particle Physics and Astrophysics ETH Zürich (IPA), Department of Physics = Departement Physik ETH Zürich (D-PHYS), Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology Zürich (ETH Zürich)-Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology Zürich (ETH Zürich), The work of J.N. and T.H. was supported by the Academy of Finland (Grant Nos. 3269613. and 3., Part of this work was supported by an ETH Zurich Research Grant. S.P.Q. gratefully acknowledges the financial support from ETH Zurich., Part of this work has been carried out within the framework of the National Centre of Competence in Research Planet S supported by the Swiss National Science Foundation (SNSF) (Grant Nos. 51 NF40 182901 and 51 NF40 205606). S.P.Q. and A.M.G acknowledge the support from the SNSF., and A. at the A. N. U. M. and C. at S. U. of T. The COSMIC is developed through a strategic partnership between LESIA at Observatoire de Paris. “Laboratory Experiments of Model-Based Reinforcement Learning for Adaptive Optics Control”. ISSN: 2329-4124 ; Journal of Astronomical Telescopes Instruments and Systems ; https://hal.science/Hal-04650504 ; Journal of Astronomical Telescopes Instruments and Systems, 2024, 10 (01), pp.019001. ⟨10.1117/1.JATIS.10.1.019001]⟩, Jan. 2024, https://doi.org/10.1117/1.JATIS.10.1.019001.

NOUSIAINEN, Jalo, Byron ENGLER, Markus KASPER, Chang RAJANI, Tapio HELIN, Cédric, T HERITIER, Sascha, P QUANZ, Adrian, M GLAUSER, LAPPEENRANTA–LAHTI UNIVERSITY OF TECHNOLOGY FINLANDE (LUT), AALTO UNIVERSITY, EUROPEAN SOUTHERN OBSERVATORY (ESO), TKK HELSINKI UNIVERSITY OF TECHNOLOGY (TKK), ONERA Salon-de-Provence DOTA, ONERA, LABORATOIRE D’ASTROPHYSIQUE DE MARSEILLE (LAM), AIX MARSEILLE UNIVERSITÉ (AMU)-INSTITUT NATIONAL DES SCIENCES DE L’UNIVERS (INSU - CNRS)-CENTRE NATIONAL D’ÉTUDES SPATIALES TOULOUSE (CNES)-CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE (CNRS), INSTITUTE FOR PARTICLE PHYSICS AND ASTROPHYSICS ETH ZÜRICH (IPA), Department of Physics = Departement Physik ETH Zürich (D-PHYS), EIDGENÖSSISCHE TECHNISCHE HOCHSCHULE - SWISS FEDERAL INSTITUTE OF TECHNOLOGY ZÜRICH (ETH ZÜRICH)-EIDGENÖSSISCHE TECHNISCHE HOCHSCHULE - SWISS FEDERAL INSTITUTE OF TECHNOLOGY ZÜRICH (ETH ZÜRICH), The work of J.N. and T.H. was supported by the Academy of Finland (Grant Nos. 326961345720, and 353094)., PART OF THIS WORK WAS SUPPORTED BY AN ETH ZURICH RESEARCH GRANT. S.P.Q. GRATEFULLY ACKNOWLEDGES THE FINANCIAL SUPPORT FROM ETH ZURICH., Part of this work has been carried out within the framework of the National Centre of Competence in Research Planet S supported by the Swiss National Science Foundation (SNSF) (Grant Nos. 51 NF40 182901 and 51 NF40 205606). S.P.Q. and A.M.G acknowledge the support from the SNSF. and AITC at the Australian National University, Microgate, and CAS at Swinburne University of Technology. THE COSMIC IS DEVELOPED THROUGH A STRATEGIC PARTNERSHIP BETWEEN LESIA AT OBSERVATOIRE DE PARIS, 2024. Laboratory experiments of model-based reinforcement learning for adaptive optics control. ISSN: 2329-4124 ; Journal of Astronomical Telescopes Instruments and Systems ; https://hal.science/hal-04650504 ; Journal of Astronomical Telescopes Instruments and Systems, 2024, 10 (01), pp.019001. ⟨10.1117/1.JATIS.10.1.019001]⟩. 1 January 2024. DOI 10.1117/1.JATIS.10.1.019001