| Domain Shifts in Reinforcement Learning: Identifying Disturbances in Environments. T Haider, FS Roza, D Eilers, K Roscher, S Günnemann AISafety@ IJCAI, 2021 | 11 | 2021 |
| Towards anomaly detection in reinforcement learning R Müller, S Illium, T Phan, T Haider, C Linnhoff-Popien Proceedings of the 21st International Conference on Autonomous Agents and …, 2022 | 9 | 2022 |
| Out-of-Distribution Detection for Reinforcement Learning Agents with Probabilistic Dynamics Models T Haider, K Roscher, F Schmoeller da Roza, S Günnemann Proceedings of the 2023 International Conference on Autonomous Agents and …, 2023 | 4 | 2023 |
| Human-machine collaboration on data annotation of images by semi-automatic labeling T Haider, F Michahelles Proceedings of Mensch und Computer 2021, 552-556, 2021 | 3 | 2021 |
| Reinforcement Learning with Ensemble Model Predictive Safety Certification S Gronauer, T Haider, FS da Roza, K Diepold arXiv preprint arXiv:2402.04182, 2024 | 1 | 2024 |
| A Comparison of Ambulance Redeployment Systems on Real-World Data N Strauß, M Berrendorf, T Haider, M Schubert 2022 IEEE International Conference on Data Mining Workshops (ICDMW), 1-8, 2022 | 1 | 2022 |
