Gumbsch, Christian

4 publications

ICML 2025 SENSEI: Semantic Exploration Guided by Foundation Models to Learn Versatile World Models Cansu Sancaktar, Christian Gumbsch, Andrii Zadaianchuk, Pavel Kolev, Georg Martius

ICLR 2024 Learning Hierarchical World Models with Adaptive Temporal Abstractions from Discrete Latent Dynamics Christian Gumbsch, Noor Sajid, Georg Martius, Martin V. Butz

NeurIPSW 2024 SENSEI: Semantic Exploration Guided by Foundation Models to Learn Versatile World Models Cansu Sancaktar, Christian Gumbsch, Andrii Zadaianchuk, Pavel Kolev, Georg Martius

NeurIPS 2021 Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains Christian Gumbsch, Martin V. Butz, Georg Martius