Frederik Schubert

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Spatial Pyramid

Image Classification

Reinforcement Learning

Top Venues

IEEE Trans. Games

Trans. Mach. Learn. Res.

Publications

Yannik Mahlau, Frederik Schubert, Bodo Rosenhahn
Mastering Zero-Shot Interactions in Cooperative and Competitive Simultaneous Games. CoRR (2024)
Maren Awiszus, Frederik Schubert, Bodo Rosenhahn
Wor(l)d-GAN: Toward Natural-Language-Based PCG in Minecraft. IEEE Trans. Games 15 (2) (2023)
Carolin Benjamins, Theresa Eimer, Frederik Schubert, Aditya Mohan, Sebastian Döhler, André Biedenkapp, Bodo Rosenhahn, Frank Hutter, Marius Lindauer
Contextualize Me - The Case for Context in Reinforcement Learning. Trans. Mach. Learn. Res. 2023 (2023)
Frederik Schubert, Carolin Benjamins, Sebastian Döhler, Bodo Rosenhahn, Marius Lindauer
POLTER: Policy Trajectory Ensemble Regularization for Unsupervised Reinforcement Learning. Trans. Mach. Learn. Res. 2023 (2023)
Frederik Schubert, Maren Awiszus, Bodo Rosenhahn
TOAD-GAN: A Flexible Framework for Few-Shot Level Generation in Token-Based Games. IEEE Trans. Games 14 (2) (2022)
Frederik Schubert, Carolin Benjamins, Sebastian Döhler, Bodo Rosenhahn, Marius Lindauer
POLTER: Policy Trajectory Ensemble Regularization for Unsupervised Reinforcement Learning. CoRR (2022)
Christoph Reinders, Frederik Schubert, Bodo Rosenhahn
ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing. IJCAI (2022)
Christoph Reinders, Frederik Schubert, Bodo Rosenhahn
Image Classification on Small Datasets via Masked Feature Mixing. CoRR (2022)
Carolin Benjamins, Theresa Eimer, Frederik Schubert, Aditya Mohan, André Biedenkapp, Bodo Rosenhahn, Frank Hutter, Marius Lindauer
Contextualize Me - The Case for Context in Reinforcement Learning. CoRR (2022)
Maren Awiszus, Frederik Schubert, Bodo Rosenhahn
World-GAN: a Generative Model for Minecraft Worlds. CoG (2021)
Carolin Benjamins, Theresa Eimer, Frederik Schubert, André Biedenkapp, Bodo Rosenhahn, Frank Hutter, Marius Lindauer
CARL: A Benchmark for Contextual and Adaptive Reinforcement Learning. CoRR (2021)
Maren Awiszus, Frederik Schubert, Bodo Rosenhahn
World-GAN: a Generative Model for Minecraft Worlds. CoRR (2021)
Frederik Schubert, Theresa Eimer, Bodo Rosenhahn, Marius Lindauer
Automatic Risk Adaptation in Distributional Reinforcement Learning. CoRR (2021)
Maren Awiszus, Frederik Schubert, Bodo Rosenhahn
TOAD-GAN: Coherent Style Level Generation from a Single Example. CoRR (2020)
Maren Awiszus, Frederik Schubert, Bodo Rosenhahn
TOAD-GAN: Coherent Style Level Generation from a Single Example. AIIDE (2020)