Delfosse, Quentin

8 publications

ICLR 2025 BlendRL: A Framework for Merging Symbolic and Neural Policy Learning Hikaru Shindo, Quentin Delfosse, Devendra Singh Dhami, Kristian Kersting

ICLR 2024 Adaptive Rational Activations to Boost Deep Reinforcement Learning Quentin Delfosse, Patrick Schramowski, Martin Mundt, Alejandro Molina, Kristian Kersting

NeurIPS 2024 Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents Quentin Delfosse, Sebastian Sztwiertnia, Mark Rothermel, Wolfgang Stammer, Kristian Kersting

NeurIPSW 2024 Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents Quentin Delfosse, Sebastian Sztwiertnia, Mark Rothermel, Wolfgang Stammer, Kristian Kersting

UAI 2024 Pix2Code: Learning to Compose Neural Visual Concepts as Programs Antonia Wüst, Wolfgang Stammer, Quentin Delfosse, Devendra Singh Dhami, Kristian Kersting

ECML-PKDD 2023 Boosting Object Representation Learning via Motion and Object Continuity Quentin Delfosse, Wolfgang Stammer, Thomas Rothenbacher, Dwarak Vittal, Kristian Kersting

NeurIPS 2023 Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction Quentin Delfosse, Hikaru Shindo, Devendra Dhami, Kristian Kersting

ICLR 2022 CLEVA-Compass: A Continual Learning Evaluation Assessment Compass to Promote Research Transparency and Comparability Martin Mundt, Steven Lang, Quentin Delfosse, Kristian Kersting