Frederik Schubert

20 papers A* 3C 1Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
FDTDX: High-Performance Open-Source FDTD Simulation with Automatic Differentiation.
J. Open Source Softw.
Yannik Mahlau, Frederik Schubert, Lukas Berg, Bodo Rosenhahn
2025 A* conf
Explainable Reinforcement Learning via Dynamic Mixture Policies.
ICRA
Maximilian Schier, Frederik Schubert, Bodo Rosenhahn
2025 J jnl
HydraMix: Multi-Image Feature Mixing for Small Data Image Classification.
CoRR
Christoph Reinders, Frederik Schubert, Bodo Rosenhahn
2025 J jnl
Multi-Agent Reinforcement Learning for Inverse Design in Photonic Integrated Circuits.
CoRR
Yannik Mahlau, Maximilian Schier, Christoph Reinders, Frederik Schubert, Marco Bügling, Bodo Rosenhahn
2024 A* conf
Mastering Zero-Shot Interactions in Cooperative and Competitive Simultaneous Games.
ICML
Yannik Mahlau, Frederik Schubert, Bodo Rosenhahn
2024 J jnl
Mastering Zero-Shot Interactions in Cooperative and Competitive Simultaneous Games.
CoRR
Yannik Mahlau, Frederik Schubert, Bodo Rosenhahn
2023 J jnl
Contextualize Me - The Case for Context in Reinforcement Learning.
Trans. Mach. Learn. Res.
Carolin Benjamins, Theresa Eimer, Frederik Schubert, Aditya Mohan, Sebastian Döhler, André Biedenkapp, Bodo Rosenhahn, Frank Hutter, Marius Lindauer
2023 J jnl
POLTER: Policy Trajectory Ensemble Regularization for Unsupervised Reinforcement Learning.
Trans. Mach. Learn. Res.
Frederik Schubert, Carolin Benjamins, Sebastian Döhler, Bodo Rosenhahn, Marius Lindauer
2023 J jnl
Wor(l)d-GAN: Toward Natural-Language-Based PCG in Minecraft.
IEEE Trans. Games
Maren Awiszus, Frederik Schubert, Bodo Rosenhahn
2022 A* conf
ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing.
IJCAI
Christoph Reinders, Frederik Schubert, Bodo Rosenhahn
2022 J jnl
Contextualize Me - The Case for Context in Reinforcement Learning.
CoRR
Carolin Benjamins, Theresa Eimer, Frederik Schubert, Aditya Mohan, André Biedenkapp, Bodo Rosenhahn, Frank Hutter, Marius Lindauer
2022 J jnl
Image Classification on Small Datasets via Masked Feature Mixing.
CoRR
Christoph Reinders, Frederik Schubert, Bodo Rosenhahn
2022 J jnl
POLTER: Policy Trajectory Ensemble Regularization for Unsupervised Reinforcement Learning.
CoRR
Frederik Schubert, Carolin Benjamins, Sebastian Döhler, Bodo Rosenhahn, Marius Lindauer
2022 J jnl
TOAD-GAN: A Flexible Framework for Few-Shot Level Generation in Token-Based Games.
IEEE Trans. Games
Frederik Schubert, Maren Awiszus, Bodo Rosenhahn
2021 J jnl
Automatic Risk Adaptation in Distributional Reinforcement Learning.
CoRR
Frederik Schubert, Theresa Eimer, Bodo Rosenhahn, Marius Lindauer
2021 J jnl
CARL: A Benchmark for Contextual and Adaptive Reinforcement Learning.
CoRR
Carolin Benjamins, Theresa Eimer, Frederik Schubert, André Biedenkapp, Bodo Rosenhahn, Frank Hutter, Marius Lindauer
2021 C conf
World-GAN: a Generative Model for Minecraft Worlds.
CoG
Maren Awiszus, Frederik Schubert, Bodo Rosenhahn
2021 J jnl
World-GAN: a Generative Model for Minecraft Worlds.
CoRR
Maren Awiszus, Frederik Schubert, Bodo Rosenhahn
2020 — conf
TOAD-GAN: Coherent Style Level Generation from a Single Example.
AIIDE
Maren Awiszus, Frederik Schubert, Bodo Rosenhahn
2020 J jnl
TOAD-GAN: Coherent Style Level Generation from a Single Example.
CoRR
Maren Awiszus, Frederik Schubert, Bodo Rosenhahn