| Exploring and exploiting conditioning of reinforcement learning agents A Asadulaev, I Kuznetsov, G Stein, A Filchenkov IEEE Access 8, 211951-211960, 2020 | 10 | 2020 |
| Plant diversity stabilizes soil temperature Y Huang, G Stein, O Kolle, K Kübler, ED Schulze, H Dong, D Eichenberg, ... bioRxiv, 2023.03. 13.532451, 2023 | 3 | 2023 |
| Enhanced stability of grassland soil temperature by plant diversity Y Huang, G Stein, O Kolle, K Kübler, ED Schulze, H Dong, D Eichenberg, ... Nature Geoscience 17 (1), 44-50, 2024 | 2 | 2024 |
| Stabilizing Transformer-Based Action Sequence Generation For Q-Learning G Stein, A Filchenkov, A Asadulaev arXiv preprint arXiv:2010.12698, 2020 | 2 | 2020 |
| When Medical Imaging Met Self-Attention: A Love Story That Didn't Quite Work Out T Piater, N Penzel, G Stein, J Denzler arXiv preprint arXiv:2404.12295, 2024 | | 2024 |
| Reducing Bias in Pre-trained Models by Tuning while Penalizing Change N Penzel, G Stein, J Denzler arXiv preprint arXiv:2404.12292, 2024 | | 2024 |
| Embracing the black box: Heading towards foundation models for causal discovery from time series data G Stein, M Shadaydeh, J Denzler arXiv preprint arXiv:2402.09305, 2024 | | 2024 |
| Outcome Prediction and Murmur Detection in Sets of Phonocardiograms by a Deep Learning-Based Ensemble Approach S Festag, G Stein, T Büchner, M Shadaydeh, J Denzler, C Spreckelsen 2022 Computing in Cardiology (CinC) 498, 1-4, 2022 | | 2022 |
| KI4KI: Neues Projekt zur regelmäßigen Überwachung von Stauanlagen aus dem All C Dubois, J Jänichen, M Shadaydeh, G Stein, A Katz, D Klöpper, ... Messtechnische Überwachung von Stauanlagen; XII. Mittweidaer Talsperrentag …, 2022 | | 2022 |
| Conditioning of Reinforcement Learning Agents and its Policy Regularization Application A Asadulaev, I Kuznetsov, G Stein, A Filchenkov arXiv preprint arXiv:1906.05437, 2019 | | 2019 |
| Jacobian Policy Optimizations. A Asadulaev, G Stein, I Kuznetsov, A Filchenkov CoRR, 2019 | | 2019 |
