Schubert, Frederik

1. Contextualize Me -- The Case for Context in Reinforcement Learning
   2022/02/09 by Carolin Benjamins, Theresa Eimer, Benjamins, Carolin +14 · 10 citations
   Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
2. World-GAN: a Generative Model for Minecraft Worlds
   2021/06/18 by Awiszus, Maren, Schubert, Frederik, Rosenhahn, Bodo · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
3. A flexible framework for large-scale FDTD simulations: open-source inverse design for 3D nanostructures
   2024/12/16 by Mahlau, Yannik, Schubert, Frederik, Bethmann, Konrad +5 · 6 citations
   #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Optics (physics.optics)
4. TOAD-GAN: Coherent Style Level Generation from a Single Example
   2020/08/04 by Awiszus, Maren, Schubert, Frederik, Rosenhahn, Bodo · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
5. Quantized Inverse Design for Photonic Integrated Circuits
   2024/07/14 by Frederik Schubert, Yannik Mahlau, Schubert, Frederik +13 · 2 citations
   Engineering · #Advanced optical system design #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Nanofabrication and Lithography Techniques #Optics (physics.optics) #Photonic and Optical Devices
6. Multi-Agent Reinforcement Learning for Inverse Design in Photonic Integrated Circuits
   2025/06/23 by Mahlau, Yannik, Schier, Maximilian, Reinders, Christoph +3 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)