Constantin A. Rothkopf

78 papers A* 10A 4B 8C 3Journal 40Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Adaptation optimizes sensory encoding for future stimuli. PLoS Comput. Biol. Jiang Mao, Constantin A. Rothkopf, Alan A. Stocker
2025	A*	`conf`	Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad? ICML Antonia Wüst, Tim Nelson Tobiasch, Lukas Helff, Inga Ibs, Wolfgang Stammer, Devendra Singh Dhami, Constantin A. Rothkopf, Kristian Kersting
2025	J	`jnl`	Deep Reinforcement Learning Agents are not even close to Human Intelligence. CoRR Quentin Delfosse, Jannis Blüml, Fabian Tatai, Théo Vincent, Bjarne Gregori, Elisabeth Dillies, Jan Peters, Constantin A. Rothkopf, Kristian Kersting
2025	J	`jnl`	Fodor and Pylyshyn's Legacy - Still No Human-like Systematic Compositionality in Neural Networks. CoRR Tim Woydt, Moritz Willig, Antonia Wüst, Lukas Helff, Wolfgang Stammer, Constantin A. Rothkopf, Kristian Kersting
2025	—	`conf`	Generating Rationales Based on Human Explanations for Constrained Optimization. xAI (1) Inga Ibs, Constantin A. Rothkopf
2025	J	`jnl`	Graph neural networks for learning liquid simulations in dynamic scenes containing kinematic objects. CoRR Niteesh Midlagajni, Constantin A. Rothkopf
2025	A*	`conf`	Inverse decision-making using neural amortized Bayesian actors. ICLR Dominik Straub, Tobias F. Niehues, Jan Peters, Constantin A. Rothkopf
2025	C	`conf`	Personalized Adaptive Magnification in Gaze-Based Interaction. ISM Florian Eggenkemper, Jana Swerew, Teresa Rehers, Manuel Hanhoff, Constantin A. Rothkopf, Robert Mertens
2025	B	`conf`	Physical reasoning during motor learning aids people in transferring mass, but not motor control mappings. CogSci Fabian Tatai, Dominik Ürüm, Maria K. Eckstein, Constantin A. Rothkopf
2025	J	`jnl`	Semantic Highlighting: Using Semantic Context Detection for Visual Guidance in Multimodal Gaze-Keyboard Interaction. Int. J. Semantic Comput. Florian Eggenkemper, Luca Feldmann, Nils Sontowski, Anna Kiel, Constantin A. Rothkopf, Robert Mertens
2025	—	`conf`	Semantic Highlighting: Visual Guidance in Multimodal Gaze-Keyboard-Based Interaction. ICSC Florian Eggenkemper, Luca Feldmann, Nils Sontowski, Anna Kiel, Constantin A. Rothkopf, Robert Mertens
2024	J	`jnl`	Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad? CoRR Antonia Wüst, Tim Woydt, Lukas Helff, Devendra Singh Dhami, Constantin A. Rothkopf, Kristian Kersting
2024	J	`jnl`	From human explanations to explainable AI: Insights from constrained optimization. Cogn. Syst. Res. Inga Ibs, Claire Ott, Frank Jäkel, Constantin A. Rothkopf
2024	B	`conf`	If it looks like online control, it is probably model-based control. CogSci Dominik Straub, Constantin A. Rothkopf
2024	J	`jnl`	Inverse decision-making using neural amortized Bayesian actors. CoRR Dominik Straub, Tobias F. Niehues, Jan Peters, Constantin A. Rothkopf
2024	J	`jnl`	Solving Bongard Problems With a Visual Language and Pragmatic Constraints. Cogn. Sci. Stefan Depeweg, Constantin A. Rothkopf, Frank Jäkel
2024	B	`conf`	Task Diversity and Human Decision-Making: A Taxonomic View. CogSci Inga Ibs, Claire Ott, Constantin A. Rothkopf, Frank Jäkel
2024	A*	`conf`	What Matters for Active Texture Recognition With Vision-Based Tactile Sensors. ICRA Alina Böhm, Tim Schneider, Boris Belousov, Alap Kshirsagar, Lisa Pui Yee Lin, Katja Doerschner, Knut Drewing, Constantin A. Rothkopf, Jan Peters
2024	J	`jnl`	What Matters for Active Texture Recognition With Vision-Based Tactile Sensors. CoRR Alina Böhm, Tim Schneider, Boris Belousov, Alap Kshirsagar, Lisa Pui Yee Lin, Katja Doerschner, Knut Drewing, Constantin A. Rothkopf, Jan Peters
2023	B	`conf`	Finding your Way Out: Planning Strategies in Human Maze-Solving Behavior. CogSci Florian Kadner, Hannah Willkomm, Inga Ibs, Constantin A. Rothkopf
2023	A	`conf`	Improving saliency models' predictions of the next fixation with humans' intrinsic cost of gaze shifts. WACV Florian Kadner, Tobias Thomas, David Hoppe, Constantin A. Rothkopf
2023	C	`conf`	Learning Individualized Automatic Content Magnification in Gaze-based Interaction. ISM Florian Eggenkemper, Lars Kölker, Mike Valente, Constantin A. Rothkopf, Robert Mertens
2023	B	`conf`	People use Newtonian physics in intuitive sensorimotor decisions under risk. CogSci Fabian Tatai, Dominik Straub, Constantin A. Rothkopf
2023	A*	`conf`	Probabilistic inverse optimal control for non-linear partially observable systems disentangles perceptual uncertainty and behavioral costs. NeurIPS Dominik Straub, Matthias Schultheis, Heinz Koeppl, Constantin A. Rothkopf
2023	J	`jnl`	Probabilistic inverse optimal control with local linearization for non-linear partially observable systems. CoRR Dominik Straub, Matthias Schultheis, Heinz Koeppl, Constantin A. Rothkopf
2023	—	`conf`	Speaking Multiple Languages Affects the Moral Bias of Language Models. ACL (Findings) Katharina Hämmerl, Björn Deiseroth, Patrick Schramowski, Jindrich Libovický, Constantin A. Rothkopf, Alexander Fraser, Kristian Kersting
2023	B	`conf`	What Can I Help You With: Towards Task-Independent Detection of Intentions for Interaction in a Human-Robot Environment. RO-MAN Susanne Trick, Vilja Lott, Lisa Scherf, Constantin A. Rothkopf, Dorothea Koert
2022	A	`conf`	Bayesian Classifier Fusion with an Explicit Model of Correlation. AISTATS Susanne Trick, Constantin A. Rothkopf
2022	J	`jnl`	Improving saliency models' predictions of the next fixation with humans' intrinsic cost of gaze shifts. CoRR Florian Kadner, Tobias Thomas, David Hoppe, Constantin A. Rothkopf
2022	J	`jnl`	Interactive Reinforcement Learning With Bayesian Fusion of Multimodal Advice. IEEE Robotics Autom. Lett. Susanne Trick, Franziska Herbert, Constantin A. Rothkopf, Dorothea Koert
2022	J	`jnl`	Large pre-trained language models contain human-like biases of what is right and wrong to do. Nat. Mach. Intell. Patrick Schramowski, Cigdem Turan, Nico Andersen, Constantin A. Rothkopf, Kristian Kersting
2022	A*	`conf`	Reinforcement Learning with Non-Exponential Discounting. NeurIPS Matthias Schultheis, Constantin A. Rothkopf, Heinz Koeppl
2022	J	`jnl`	Reinforcement Learning with Non-Exponential Discounting. CoRR Matthias Schultheis, Constantin A. Rothkopf, Heinz Koeppl
2022	J	`jnl`	Speaking Multiple Languages Affects the Moral Bias of Language Models. CoRR Katharina Hämmerl, Björn Deiseroth, Patrick Schramowski, Jindrich Libovický, Constantin A. Rothkopf, Alexander Fraser, Kristian Kersting
2021	J	`jnl`	A Normative Model of Classifier Fusion. CoRR Susanne Trick, Constantin A. Rothkopf
2021	A*	`conf`	AdaptiFont: Increasing Individuals' Reading Speed with a Generative Font Model and Bayesian Optimization. CHI Florian Kadner, Yannik Keller, Constantin A. Rothkopf
2021	J	`jnl`	AdaptiFont: Increasing Individuals' Reading Speed with a Generative Font Model and Bayesian Optimization. CoRR Florian Kadner, Yannik Keller, Constantin A. Rothkopf
2021	J	`jnl`	Inferring perceptual decision making parameters from behavior in production and reproduction tasks. CoRR Nils Neupärtl, Constantin A. Rothkopf
2021	A*	`conf`	Inverse Optimal Control Adapted to the Noise Characteristics of the Human Sensorimotor System. NeurIPS Matthias Schultheis, Dominik Straub, Constantin A. Rothkopf
2021	J	`jnl`	Inverse Optimal Control Adapted to the Noise Characteristics of the Human Sensorimotor System. CoRR Matthias Schultheis, Dominik Straub, Constantin A. Rothkopf
2021	J	`jnl`	Language Models have a Moral Dimension. CoRR Patrick Schramowski, Cigdem Turan, Nico Andersen, Constantin A. Rothkopf, Kristian Kersting
2021	J	`jnl`	Structural Causal Interpretation Theorem. CoRR Matej Zecevic, Devendra Singh Dhami, Constantin A. Rothkopf, Kristian Kersting
2020	B	`conf`	Alfie: An Interactive Robot with Moral Compass. ICMI Cigdem Turan, Patrick Schramowski, Constantin A. Rothkopf, Kristian Kersting
2020	J	`jnl`	Alfie: An Interactive Robot with a Moral Compass. CoRR Cigdem Turan, Patrick Schramowski, Constantin A. Rothkopf, Kristian Kersting
2020	—	`conf`	Applying Psychophysics to Applied Spatial Cognition Research. Spatial Cognition Julia Frankenstein, Fabian Kessler, Constantin A. Rothkopf
2020	J	`jnl`	Intuitive physical reasoning about objects' masses transfers to a visuomotor decision task consistent with Newtonian physics. PLoS Comput. Biol. Nils Neupärtl, Fabian Tatai, Constantin A. Rothkopf
2020	J	`jnl`	The Moral Choice Machine. Frontiers Artif. Intell. Patrick Schramowski, Cigdem Turan, Sophie F. Jentzsch, Constantin A. Rothkopf, Kristian Kersting
2019	A*	`conf`	Actor-Critic Instance Segmentation. CVPR Nikita Araslanov, Constantin A. Rothkopf, Stefan Roth
2019	J	`jnl`	Actor-Critic Instance Segmentation. CoRR Nikita Araslanov, Constantin A. Rothkopf, Stefan Roth
2019	J	`jnl`	BERT has a Moral Compass: Improvements of ethical and moral values of machines. CoRR Patrick Schramowski, Cigdem Turan, Sophie F. Jentzsch, Constantin A. Rothkopf, Kristian Kersting
2019	J	`jnl`	Learning Intention Aware Online Adaptation of Movement Primitives. IEEE Robotics Autom. Lett. Dorothea Koert, Joni Pajarinen, Albert Schotschneider, Susanne Trick, Constantin A. Rothkopf, Jan Peters
2019	A	`conf`	Multimodal Uncertainty Reduction for Intention Recognition in Human-Robot Interaction. IROS Susanne Trick, Dorothea Koert, Jan Peters, Constantin A. Rothkopf
2019	J	`jnl`	Multimodal Uncertainty Reduction for Intention Recognition in Human-Robot Interaction. CoRR Susanne Trick, Dorothea Koert, Jan Peters, Constantin A. Rothkopf
2019	C	`conf`	Semantics Derived Automatically from Language Corpora Contain Human-like Moral Choices. AIES Sophie F. Jentzsch, Patrick Schramowski, Constantin A. Rothkopf, Kristian Kersting
2019	J	`jnl`	Was ist eine Professur fuer Kuenstliche Intelligenz? CoRR Kristian Kersting, Jan Peters, Constantin A. Rothkopf
2018	J	`jnl`	Modeling sensory-motor decisions in natural behavior. PLoS Comput. Biol. Ruohan Zhang, Shun Zhang, Matthew H. Tong, Yuchen Cui, Constantin A. Rothkopf, Dana H. Ballard, Mary M. Hayhoe
2018	J	`jnl`	Solving Bongard Problems with a Visual Language and Pragmatic Reasoning. CoRR Stefan Depeweg, Constantin A. Rothkopf, Frank Jäkel
2017	J	`jnl`	A model of human motor sequence learning explains facilitation and interference effects based on spike-timing dependent plasticity. PLoS Comput. Biol. Quan Wang, Constantin A. Rothkopf, Jochen Triesch
2017	A*	`conf`	Adversarially Tuned Scene Generation. CVPR V. S. R. Veeravasarapu, Constantin A. Rothkopf, Visvanathan Ramesh
2017	J	`jnl`	Adversarially Tuned Scene Generation. CoRR V. S. R. Veeravasarapu, Constantin A. Rothkopf, Visvanathan Ramesh
2017	A*	`conf`	I See What You See: Inferring Sensor and Policy Models of Human Real-World Motor Behavior. AAAI Felix Schmitt, Hans-Joachim Bieg, Michael Herman, Constantin A. Rothkopf
2017	A	`conf`	Model-Driven Simulations for Computer Vision. WACV V. S. R. Veeravasarapu, Constantin A. Rothkopf, Visvanathan Ramesh
2016	—	`conf`	Catching heuristics are optimal control policies. NIPS Boris Belousov, Gerhard Neumann, Constantin A. Rothkopf, Jan Peters
2016	—	`conf`	Minimal sequential gaze models for inferring walkers' tasks. MobileHCI Adjunct Constantin A. Rothkopf
2016	J	`jnl`	Model-driven Simulations for Deep Convolutional Neural Networks. CoRR V. S. R. Veeravasarapu, Constantin A. Rothkopf, Visvanathan Ramesh
2015	J	`jnl`	Model Validation for Vision Systems via Graphics Simulation. CoRR V. S. R. Veeravasarapu, Rudra Narayan Hota, Constantin A. Rothkopf, Visvanathan Ramesh
2015	J	`jnl`	Simulations for Validation of Vision Systems. CoRR V. S. R. Veeravasarapu, Rudra Narayan Hota, Constantin A. Rothkopf, Visvanathan Ramesh
2013	—	`ch.`	Generalization and Interference in Human Motor Control. Computational and Robotic Models of the Hierarchical Organization of Behavior Luca Lonini, Christos Dimitrakakis, Constantin A. Rothkopf, Jochen Triesch
2013	—	`ch.`	Learning and Coordinating Repertoires of Behaviors with Common Reward: Credit Assignment and Module Activation. Computational and Robotic Models of the Hierarchical Organization of Behavior Constantin A. Rothkopf, Dana H. Ballard
2013	J	`jnl`	Modular inverse reinforcement learning for visuomotor behavior. Biol. Cybern. Constantin A. Rothkopf, Dana H. Ballard
2012	—	`conf`	A unified model of the joint development of disparity selectivity and vergence control. ICDL-EPIROB Yu Zhao, Constantin A. Rothkopf, Jochen Triesch, Bertram E. Shi
2011	—	`conf`	Bayesian Multitask Inverse Reinforcement Learning. EWRL Christos Dimitrakakis, Constantin A. Rothkopf
2011	J	`jnl`	Bayesian multitask inverse reinforcement learning CoRR Christos Dimitrakakis, Constantin A. Rothkopf
2011	—	`conf`	Preference Elicitation and Inverse Reinforcement Learning. ECML/PKDD (3) Constantin A. Rothkopf, Christos Dimitrakakis
2011	J	`jnl`	Preference elicitation and inverse reinforcement learning CoRR Constantin A. Rothkopf, Christos Dimitrakakis
2011	—	`conf`	Reward-based learning of optimal cue integration in audio and visual depth estimation. ICAR Cem Karaoguz, Thomas H. Weisswange, Tobias Rodemann, Britta Wrede, Constantin A. Rothkopf
2011	—	`conf`	Scalable reinforcement learning through hierarchical decompositions for weakly-coupled problems. ICDL-EPIROB Hazem Toutounji, Constantin A. Rothkopf, Jochen Triesch
2004	B	`conf`	Head movement estimation for wearable eye tracker. ETRA Constantin A. Rothkopf, Jeff B. Pelz