CLEVA-compass: A continual learning evaluation assessment compass to promote research transparency and comparability M Mundt, S Lang, Q Delfosse, K Kersting arXiv preprint arXiv:2110.03331, 2021 | 38 | 2021 |
Adaptable adapters NS Moosavi, Q Delfosse, K Kersting, I Gurevych arXiv preprint arXiv:2205.01549, 2022 | 22 | 2022 |
Interpretable and explainable logical policies via neurally guided symbolic abstraction Q Delfosse, H Shindo, D Dhami, K Kersting Advances in Neural Information Processing Systems 36, 2024 | 15 | 2024 |
Adaptive rational activations to boost deep reinforcement learning Q Delfosse, P Schramowski, M Mundt, A Molina, K Kersting arXiv preprint arXiv:2102.09407, 2021 | 15* | 2021 |
Boosting object representation learning via motion and object continuity Q Delfosse, W Stammer, T Rothenbächer, D Vittal, K Kersting Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023 | 12 | 2023 |
Ocatari: Object-centric atari 2600 reinforcement learning environments Q Delfosse, J Blüml, B Gregori, S Sztwiertnia, K Kersting arXiv preprint arXiv:2306.08649, 2023 | 6 | 2023 |
Generative adversarial neural cellular automata M Otte, Q Delfosse, J Czech, K Kersting arXiv preprint arXiv:2108.04328, 2021 | 6 | 2021 |
Interpretable concept bottlenecks to align reinforcement learning agents Q Delfosse, S Sztwiertnia, W Stammer, M Rothermel, K Kersting arXiv preprint arXiv:2401.05821, 2024 | 5 | 2024 |
Interpretable and Editable Programmatic Tree Policies for Reinforcement Learning H Kohler, Q Delfosse, R Akrour, K Kersting, P Preux arXiv preprint arXiv:2405.14956, 2024 | 2 | 2024 |
Pix2code: Learning to compose neural visual concepts as programs A Wüst, W Stammer, Q Delfosse, DS Dhami, K Kersting arXiv preprint arXiv:2402.08280, 2024 | 2 | 2024 |
HackAtari: Atari Learning Environments for Robust and Continual Reinforcement Learning Q Delfosse, J Blüml, B Gregori, K Kersting arXiv preprint arXiv:2406.03997, 2024 | 1 | 2024 |
Open-ended learning of grasp strategies using intrinsically motivated self-supervision Q Delfosse, S Stark, D Tanneberg, VG Santucci, J Peters | 1 | 2019 |
OCALM: Object-Centric Assessment with Language Models T Kaufmann, J Blüml, A Wüst, Q Delfosse, K Kersting, E Hüllermeier arXiv preprint arXiv:2406.16748, 2024 | | 2024 |
EXPIL: Explanatory Predicate Invention for Learning in Games J Sha, H Shindo, Q Delfosse, K Kersting, DS Dhami arXiv preprint arXiv:2406.06107, 2024 | | 2024 |
Towards a Research Community in Interpretable Reinforcement Learning: the InterpPol Workshop H Kohler, Q Delfosse, P Festor, P Preux arXiv preprint arXiv:2404.10906, 2024 | | 2024 |