C. Rothkopf

Markus H. Winkler, Isabelle C. Ridderbusch, C. Rothkopf, 2022, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

Causal Explanations of Structural Causal Models

C. Rothkopf, D. S. Dhami, K. Kersting, 2021, 2110.02395.

A unified model of the joint development of disparity selectivity and vergence control

Yu Zhao, Jochen Triesch, Bertram E. Shi, 2012, 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL).

Image statistics at the point of gaze during human navigation

Constantin A Rothkopf, Dana H Ballard, D. Ballard, 2009, Visual Neuroscience.

Modular models of task based visually guided behavior

Dana H. Ballard, Mary Hayhoe, Constantin A. Rothkopf, 2009 .

Computational Modeling of Multisensory Object Perception

Jochen Triesch, Constantin A. Rothkopf, Thomas H. Weisswange, 2010 .

Multi-step planning of eye movements in visual search

Constantin A. Rothkopf, David Hoppe, C. Rothkopf, 2019, Scientific Reports.

Optimal planning of eye movements

Constantin A. Rothkopf, Hoppe David, C. Rothkopf, 2017, bioRxiv.

Saccades to future ball location reveal memory-based prediction in a virtual-reality interception task.

Mary Hayhoe, Constantin Rothkopf, Gabriel Diaz, 2013, Journal of vision.

Modeling sensory-motor decisions in natural behavior

Yuchen Cui, Mary M Hayhoe, Ruohan Zhang, 2018, bioRxiv.

Inferring perceptual decision making parameters from behavior in production and reproduction tasks pdf

Constantin A. Rothkopf, Nils Neupärtl, C. Rothkopf, 2021, ArXiv.

Inverse Optimal Control Adapted to the Noise Characteristics of the Human Sensorimotor System pdf

Constantin A. Rothkopf, Matthias Schultheis, Dominik Straub, 2021, NeurIPS.

A model of human motor sequence learning explains facilitation and interference effects based on spike-timing dependent plasticity

Quan Wang, Jochen Triesch, Constantin A. Rothkopf, 2017, PLoS Comput. Biol..

Large pre-trained language models contain human-like biases of what is right and wrong to do

C. Rothkopf, P. Schramowski, K. Kersting, 2021, Nature Machine Intelligence.

Language Models have a Moral Dimension

K. Kersting, C. Rothkopf, P. Schramowski, 2021, ArXiv.

Model-driven Simulations for Deep Convolutional Neural Networks pdf

Visvanathan Ramesh, Constantin A. Rothkopf, V. S. R. Veeravasarapu, 2016, ArXiv.

Model Validation for Vision Systems via Graphics Simulation pdf

Visvanathan Ramesh, Constantin A. Rothkopf, Rudra Narayan Hota, 2015, ArXiv.

Simulations for Validation of Vision Systems pdf

Visvanathan Ramesh, Constantin A. Rothkopf, Rudra Narayan Hota, 2015, ArXiv.

Probabilistic inverse optimal control with local linearization for non-linear partially observable systems

C. Rothkopf, H. Koeppl, M. Schultheis, 2023, ArXiv.

Putting perception into action: Inverse optimal control for continuous psychophysics

C. Rothkopf, Dominik Straub, 2021, bioRxiv.

Multi-step planning of eye movements in visual search

C. Rothkopf, D. Hoppe, 2019, Scientific Reports.

The Moral Choice Machine

Kristian Kersting, Constantin Rothkopf, Patrick Schramowski, 2020, Frontiers in Artificial Intelligence.

Semantics Derived Automatically from Language Corpora Contain Human-like Moral Choices

Kristian Kersting, Constantin A. Rothkopf, Patrick Schramowski, 2019, AIES.

Applying Psychophysics to Applied Spatial Cognition Research

Constantin A. Rothkopf, Julia Frankenstein, Fabian Kessler, 2020, Spatial Cognition.

Can reinforcement learning explain the development of causal inference in multisensory integration?

Jochen Triesch, Tobias Rodemann, Constantin A Rothkopf, 2009, 2009 IEEE 8th International Conference on Development and Learning.

Scalable reinforcement learning through hierarchical decompositions for weakly-coupled problems

Jochen Triesch, Constantin A. Rothkopf, Hazem Toutounji, 2011, 2011 IEEE International Conference on Development and Learning (ICDL).

Solving Bongard Problems with a Visual Language and Pragmatic Reasoning pdf

Frank Jäkel, Constantin A. Rothkopf, Stefan Depeweg, 2018, ArXiv.

Model-Driven Simulations for Computer Vision

Visvanathan Ramesh, Constantin A. Rothkopf, V. S. R. Veeravasarapu, 2017, 2017 IEEE Winter Conference on Applications of Computer Vision (WACV).

Humans quickly learn to blink strategically in response to environmental task demands

Constantin A Rothkopf, David Hoppe, Stefan Helfmann, 2018, Proceedings of the National Academy of Sciences.

Credit Assignment in Multiple Goal Embodied Visuomotor Behavior

Dana H. Ballard, Constantin A. Rothkopf, D. Ballard, 2010, Front. Psychology.

AdaptiFont: Increasing Individuals’ Reading Speed with a Generative Font Model and Bayesian Optimization

C. Rothkopf, Florian Kadner, Y. Keller, 2021, CHI.

Looking for Image Statistics: Active Vision With Avatars in a Naturalistic Virtual Environment

C. Rothkopf, Dominik Straub, 2021, Frontiers in Psychology.

Learning and Coordinating Repertoires of Behaviors with Common Reward: Credit Assignment and Module Activation

Dana H. Ballard, Constantin A. Rothkopf, D. Ballard, 2013, Computational and Robotic Models of the Hierarchical Organization of Behavior.

Vision in the natural world.

Mary M Hayhoe, Constantin A Rothkopf, M. Hayhoe, 2011, Wiley interdisciplinary reviews. Cognitive science.

The World as an External Memory: The Price of Saccades in a Sensorimotor Task

Peter König, Constantin A. Rothkopf, Andrew Melnik, 2018, Front. Behav. Neurosci..

Power spectra of the natural input to the visual system

J. Triesch, D. Pamplona, C. A. Rothkopf, 2013, Vision Research.

A Bivariate Beta Distribution with Arbitrary Beta Marginals and its Generalization to a Correlated Dirichlet Distribution

Constantin A. Rothkopf, Susanne Trick, Frank Jakel, 2021, 2104.08069.

Learning Intention Aware Online Adaptation of Movement Primitives

Jan Peters, Susanne Trick, Dorothea Koert, 2019, IEEE Robotics and Automation Letters.

Preference elicitation and inverse reinforcement learning

Christos Dimitrakakis, Constantin A. Rothkopf, Christos Dimitrakakis, 2011, ECML/PKDD.

Actor-Critic Instance Segmentation

Nikita Araslanov, Stefan Roth, Constantin A. Rothkopf, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Convolutional neural network reveals frequency content of medio-lateral COM body sway to be highly predictive of Parkinson's disease

F. Bremmer, C. Rothkopf, L. Timmermann, 2023, medRxiv.

Naturalistic embodied interactions elicit intuitive physical behaviour in accordance with Newtonian physics

C. Rothkopf, Nils Neupärtl, Fabian Tatai, 2021, Cognitive neuropsychology.

BERT has a Moral Compass: Improvements of ethical and moral values of machines pdf

Kristian Kersting, Constantin Rothkopf, Patrick Schramowski, 2019, ArXiv.

Generalization and Interference in Human Motor Control

Christos Dimitrakakis, Jochen Triesch, Luca Lonini, 2013, Computational and Robotic Models of the Hierarchical Organization of Behavior.

Computational and Robotic Models of the Hierarchical Organization of Behavior

Christos Dimitrakakis, Jochen Triesch, Luca Lonini, 2012 .

Putting perception into action with inverse optimal control for continuous psychophysics

C. Rothkopf, Dominik Straub, 2022, eLife.

Minimal sequential gaze models for inferring walkers' tasks

Constantin A. Rothkopf, C. Rothkopf, 2016, MobileHCI Adjunct.

I See What You See: Inferring Sensor and Policy Models of Human Real-World Motor Behavior

Constantin A. Rothkopf, Felix Schmitt, Michael Herman, 2017, AAAI.

How do people steer a car to intercept a moving target: Interceptions in different environments point to one strategy

C. Rothkopf, Dominik Straub, Huaiyong Zhao, 2021, Quarterly journal of experimental psychology.

Bayesian Classifier Fusion with an Explicit Model of Correlation

Constantin A. Rothkopf, Susanne Trick, C. Rothkopf, 2021, AISTATS.

Probabilistic inverse optimal control for non-linear partially observable systems disentangles perceptual uncertainty and behavioral costs

C. Rothkopf, H. Koeppl, M. Schultheis, 2023, NeurIPS.