Quentin Delfosse

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 19

Top Topics

Visual Concepts

Reinforcement Learning

Object Representation

Cellular Automata

Top Venues

Publications

Timo Kaufmann, Jannis Blüml, Antonia Wüst, Quentin Delfosse, Kristian Kersting, Eyke Hüllermeier
OCALM: Object-Centric Assessment with Language Models. CoRR (2024)
Hector Kohler, Quentin Delfosse, Riad Akrour, Kristian Kersting, Philippe Preux
Interpretable and Editable Programmatic Tree Policies for Reinforcement Learning. CoRR (2024)
Quentin Delfosse, Patrick Schramowski, Martin Mundt, Alejandro Molina, Kristian Kersting
Adaptive Rational Activations to Boost Deep Reinforcement Learning. ICLR (2024)
Quentin Delfosse, Sebastian Sztwiertnia, Wolfgang Stammer, Mark Rothermel, Kristian Kersting
Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents. CoRR (2024)
Hector Kohler, Quentin Delfosse, Paul Festor, Philippe Preux
Towards a Research Community in Interpretable Reinforcement Learning: the InterpPol Workshop. CoRR (2024)
Quentin Delfosse, Jannis Blüml, Bjarne Gregori, Kristian Kersting
HackAtari: Atari Learning Environments for Robust and Continual Reinforcement Learning. CoRR (2024)
Antonia Wüst, Wolfgang Stammer, Quentin Delfosse, Devendra Singh Dhami, Kristian Kersting
Pix2Code: Learning to Compose Neural Visual Concepts as Programs. CoRR (2024)
Jingyuan Sha, Hikaru Shindo, Quentin Delfosse, Kristian Kersting, Devendra Singh Dhami
EXPIL: Explanatory Predicate Invention for Learning in Games. CoRR (2024)
Quentin Delfosse, Wolfgang Stammer, Thomas Rothenbacher, Dwarak Vittal, Kristian Kersting
Boosting Object Representation Learning via Motion and Object Continuity. ECML/PKDD (4) (2023)
Quentin Delfosse, Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting
Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction. NeurIPS (2023)
Quentin Delfosse, Jannis Blüml, Bjarne Gregori, Sebastian Sztwiertnia, Kristian Kersting
OCAtari: Object-Centric Atari 2600 Reinforcement Learning Environments. CoRR (2023)
Quentin Delfosse, Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting
Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction. CoRR (2023)
Nafise Sadat Moosavi, Quentin Delfosse, Kristian Kersting, Iryna Gurevych
Adaptable Adapters. CoRR (2022)
Nafise Sadat Moosavi, Quentin Delfosse, Kristian Kersting, Iryna Gurevych
Adaptable Adapters. NAACL-HLT (2022)
Quentin Delfosse, Wolfgang Stammer, Thomas Rothenbacher, Dwarak Vittal, Kristian Kersting
Boosting Object Representation Learning via Motion and Object Continuity. CoRR (2022)
Martin Mundt, Steven Lang, Quentin Delfosse, Kristian Kersting
CLEVA-Compass: A Continual Learning Evaluation Assessment Compass to Promote Research Transparency and Comparability. ICLR (2022)
Quentin Delfosse, Patrick Schramowski, Alejandro Molina, Kristian Kersting
Recurrent Rational Networks. CoRR (2021)
Martin Mundt, Steven Lang, Quentin Delfosse, Kristian Kersting
CLEVA-Compass: A Continual Learning EValuation Assessment Compass to Promote Research Transparency and Comparability. CoRR (2021)
Maximilian Otte, Quentin Delfosse, Johannes Czech, Kristian Kersting
Generative Adversarial Neural Cellular Automata. CoRR (2021)