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  4. Lens Bending with Reinforcement Learning for Reduced Optical Aberrations
 
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2021
Conference Paper
Title

Lens Bending with Reinforcement Learning for Reduced Optical Aberrations

Abstract
To automate optical system design, a Reinforcement Learning algorithm using lens improvement methods as parameter optimization or lens adding is developed. A proof of concept using lens bending is demonstrated for different learning strategies.
Author(s)
Fu, Cailing  
Stollenwerk, Jochen  
Fraunhofer-Institut für Lasertechnik ILT  
Holly, Carlo  
Mainwork
Frontiers in Optics 2021  
Conference
Conference "Frontiers in Optics + Laser Science" 2021  
Meeting "Frontiers in Optics" (FiO) 2021  
DOI
10.1364/FIO.2021.FM3C.7
Language
English
Fraunhofer-Institut für Lasertechnik ILT  
Keyword(s)
  • algorithms

  • genetic algorithms

  • optical aberration

  • optical design

  • optical systems

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