Boosting Object Representation Learning via Motion and Object Continuity von Delfosse, Quentin, Stammer, Wolfgang, Rothenbächer, Thomas, Vittal, Dwarak, Kersting, Kristian

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Interpretable end-to-end Neurosymbolic Reinforcement Learning agents von Grandien, Nils, Delfosse, Quentin, Kersting, Kristian

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

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HackAtari: Atari Learning Environments for Robust and Continual Reinforcement Learning von Delfosse, Quentin, Blüml, Jannis, Gregori, Bjarne, Kersting, Kristian

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Interpretable and Editable Programmatic Tree Policies for Reinforcement Learning von Kohler, Hector, Delfosse, Quentin, Akrour, Riad, Kersting, Kristian, Preux, Philippe

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Towards a Research Community in Interpretable Reinforcement Learning: the InterpPol Workshop von Kohler, Hector, Delfosse, Quentin, Festor, Paul, Preux, Philippe

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Boosting Object Representation Learning via Motion and Object Continuity von Delfosse, Quentin, Stammer, Wolfgang, Rothenbacher, Thomas, Vittal, Dwarak, Kersting, Kristian

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

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OCAtari: Object-Centric Atari 2600 Reinforcement Learning Environments von Delfosse, Quentin, Blüml, Jannis, Gregori, Bjarne, Sztwiertnia, Sebastian, Kersting, Kristian

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

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OCALM: Object-Centric Assessment with Language Models von Kaufmann, Timo, Blüml, Jannis, Wüst, Antonia, Delfosse, Quentin, Kersting, Kristian, Hüllermeier, Eyke

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EXPIL: Explanatory Predicate Invention for Learning in Games von Sha, Jingyuan, Shindo, Hikaru, Delfosse, Quentin, Kersting, Kristian, Dhami, Devendra Singh

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Interpretable end-to-end Neurosymbolic Reinforcement Learning agents von Grandien, Nils, Delfosse, Quentin, Kersting, Kristian

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

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Adaptable Adapters von Moosavi, Nafise Sadat, Delfosse, Quentin, Kersting, Kristian, Gurevych, Iryna

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

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Generative Adversarial Neural Cellular Automata von Otte, Maximilian, Delfosse, Quentin, Czech, Johannes, Kersting, Kristian

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

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

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

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