Self-optimizing adaptive optics control with reinforcement learning for high-contrast imaging

Author:

Landman Rico1,Haffert Sebastiaan Y.1,Radhakrishnan Vikram M.1,Keller Christoph U.1

Affiliation:

1. Leiden University, Leiden Observatory, Leiden

Funder

European Research Council

Publisher

SPIE-Intl Soc Optical Eng

Subject

Space and Planetary Science,Mechanical Engineering,Astronomy and Astrophysics,Instrumentation,Control and Systems Engineering,Electronic, Optical and Magnetic Materials

Cited by 15 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Towards real-time contrast control for direct exoplanet imaging with adaptive optics;Optics Communications;2025-01

2. Power of prediction: spatiotemporal Gaussian process modeling for predictive control in slope-based wavefront sensing;Journal of Astronomical Telescopes, Instruments, and Systems;2024-07-12

3. Reinforcement learning;Astronomy and Computing;2024-07

4. Making the unmodulated Pyramid wavefront sensor smart;Astronomy & Astrophysics;2024-04

5. Nonlinear Wave Front Reconstruction from a Pyramid Sensor using Neural Networks;Publications of the Astronomical Society of the Pacific;2023-11-01

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3