Raban Emunds
AI/ML Group, Computer Science Department, TU Darmstadt.
Hochschulstrasse 1, Room S1|03 066, 64289 Darmstadt, Germany
raban (dot) emunds (at) tu-darmstadt (dot) de
raban (dot) emunds (at) tu-darmstadt (dot) de
Mission. My research focuses on enhancing the interpretability of reinforcement learning agents and improving their robustness to distributional shifts, i.e., changes in the environment. Additionally, I am interested in uncertainty quantification and causal inference, particularly in the context of their integration with reinforcement learning.
Timeline.
| 2024 - now: | Ph.D. student at the Machine Learning Lab, CS Department, TU Darmstadt, Germany. |
| 2024 - 2024: | Research Intern (Causality) at the Machine Learning Group , University of Bergen, Norway. |
| 2021 - 2024: | M.Sc. Artificial Intelligence and Machine Learning at TU Darmstadt, Germany. |
| 2022 - 2023: | Working Student (Uncertainty Estimation) at Continental (Automotive), Germany. |
| 2018 - 2021: | B.Sc. Computer Science at TU Darmstadt, Germany |