| Transformer-based world models are happy with 100k interactions J Robine, M Höftmann, T Uelwer, S Harmeling arXiv preprint arXiv:2303.07109, 2023 | 84 | 2023 |
| A survey on self-supervised representation learning T Uelwer, J Robine, SS Wagner, M Höftmann, E Upschulte, S Konietzny, ... arXiv preprint arXiv:2308.11455, 2023 | 12 | 2023 |
| Smaller world models for reinforcement learning J Robine, T Uelwer, S Harmeling Neural Processing Letters 55 (8), 11397-11427, 2023 | 10* | 2023 |
| Limited-angle tomography reconstruction via deep end-to-end learning on synthetic data T Germer, J Robine, S Konietzny, S Harmeling, T Uelwer arXiv preprint arXiv:2309.06948, 2023 | 6 | 2023 |
| Transformer-based world models are happy with 100k interactions, 2023 J Robine, M Höftmann, T Uelwer, S Harmeling URL https://arxiv. org/abs/2303.07109, 0 | 6 | |
| Time-myopic go-explore: Learning a state representation for the go-explore paradigm M Höftmann, J Robine, S Harmeling arXiv preprint arXiv:2301.05635, 2023 | 3 | 2023 |
| Backward Learning for Goal-Conditioned Policies M Höftmann, J Robine, S Harmeling arXiv preprint arXiv:2312.05044, 2023 | 1 | 2023 |
| A survey on self-supervised methods for visual representation learning T Uelwer, J Robine, SS Wagner, M Höftmann, E Upschulte, S Konietzny, ... Machine Learning 114 (4), 1-56, 2025 | | 2025 |
| Cyclophobic Reinforcement Learning SS Wagner, P Arndt, J Robine, S Harmeling arXiv preprint arXiv:2308.15911, 2023 | | 2023 |
| Cyclophobic Reinforcement Learning S Sylvius Wagner, P Arndt, J Robine, S Harmeling arXiv e-prints, arXiv: 2308.15911, 2023 | | 2023 |
| Simple, Good, Fast: Self-Supervised World Models Free of Baggage J Robine, M Höftmann, S Harmeling The Thirteenth International Conference on Learning Representations, 0 | | |
| Reward-free Policy Optimization with World Models M Höftmann, J Robine, S Harmeling | | |
| A Simple Framework for Self-Supervised Learning of Sample-Efficient World Models J Robine, M Höftmann, S Harmeling Dyna 31 (16), 17-18, 0 | | |
Stefan HarmelingProfessor at Technische Universität DortmundVerified email at tu-dortmund.de
