Rueckert, Elmar

8 publications

TMLR 2025 Learning Robust Representations for Visual Reinforcement Learning via Task-Relevant Mask Sampling Vedant Dave, Ozan Özdenizci, Elmar Rueckert

ICLR 2025 Privacy-Aware Lifelong Learning Ozan Ozdenizci, Elmar Rueckert, Robert Legenstein

AAAI 2025 Skill Disentanglement in Reproducing Kernel Hilbert Space Vedant Dave, Elmar Rueckert

ECML-PKDD 2025 Sparsifying Instance Segmentation Models for Efficient Vision-Based Industrial Recycling Melanie Neubauer, Ozan Özdenizci, Justus H. Piater, Elmar Rueckert

NeurIPSW 2024 Skill Disentanglement in Reproducing Kernel Hilbert Space Vedant Dave, Elmar Rueckert

ICLR 2020 Learning Human Postural Control with Hierarchical Acquisition Functions Nils Rottmann, Tjasa Kunavar, Jan Babic, Jan Peters, Elmar Rueckert

JMLR 2018 Inverse Reinforcement Learning via Nonparametric Spatio-Temporal Subgoal Modeling Adrian Šošić, Elmar Rueckert, Jan Peters, Abdelhak M. Zoubir, Heinz Koeppl

CoRL 2017 Online Learning with Stochastic Recurrent Neural Networks Using Intrinsic Motivation Signals Daniel Tanneberg, Jan Peters, Elmar Rueckert