FitAO: a Python-based platform for algorithmic development AO

Tomi Krokberg; Jalo Nousiainen; Jonatan Lehtonen; Tapio Helin

doi:10.1117/12.2630300

29 August 2022 FitAO: a Python-based platform for algorithmic development AO

Tomi Krokberg, Jalo Nousiainen, Jonatan Lehtonen, Tapio Helin

Proceedings Volume 12185, Adaptive Optics Systems VIII; 1218539 (2022) https://doi.org/10.1117/12.2630300
Event: SPIE Astronomical Telescopes + Instrumentation, 2022, Montréal, Québec, Canada

Conference Poster

Abstract

We present FitAO, which is an open-source Python-based concept platform for algorithmic development in adaptive optics (AO). Control and reconstruction algorithms designed on FitAO can be executed simultaneously on multiple supported end-to-end simulation environments. It utilizes interface specifications of OpenAI Gym library enabling direct access to an extensive set of control algorithms. With these properties, FitAO aims to facilitate comparative studies of AO control and reconstruction algorithms, and pave the way for modern data-driven and hybrid algorithms. We provide a brief tutorial example and discuss future development.

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Tomi Krokberg, Jalo Nousiainen, Jonatan Lehtonen, and Tapio Helin "FitAO: a Python-based platform for algorithmic development AO", Proc. SPIE 12185, Adaptive Optics Systems VIII, 1218539 (29 August 2022); https://doi.org/10.1117/12.2630300

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