Krasowski, Hanna

4 publications

TMLR 2026 Safe Reinforcement Learning Using Action Projection: Safeguard the Policy or the Environment? Hannah Markgraf, Shambhuraj Sawant, Hanna Krasowski, Lukas Schäfer, Sebastien Gros, Matthias Althoff

L4DC 2025 Learning Biomolecular Models Using Signal Temporal Logic Hanna Krasowski, Eric Palanques-Tost, Calin Belta, Murat Arcak

NeurIPS 2024 Excluding the Irrelevant: Focusing Reinforcement Learning Through Continuous Action Masking Roland Stolz, Hanna Krasowski, Jakob Thumm, Michael Eichelbeck, Philipp Gassert, Matthias Althoff

TMLR 2023 Provably Safe Reinforcement Learning: Conceptual Analysis, Survey, and Benchmarking Hanna Krasowski, Jakob Thumm, Marlon Müller, Lukas Schäfer, Xiao Wang, Matthias Althoff