2025 ICLR Inverse decision-making using neural amortized Bayesian actors Dominik Straub*, Tobias F. Niehues*, Jan Peters, and 1 more author International Conference on Learning Representations, 2025 HTML PDF Code Preprint bioRxiv Intuitive sensorimotor decisions under risk take Newtonian physics into account Fabian Tatai, Dominik Straub, and Constantin A. Rothkopf bioRxiv preprint, 2025 PDF Data Preprint 2024 CogSci If it looks like online control, it is probably model-based control Dominik Straub, and Constantin A. Rothkopf In Proceedings of the Annual Meeting of the Cognitive Science Society, 2024 HTML PDF Preprint NatHumBehav Modelling dataset bias in machine-learned theories of economic decision-making Tobias Thomas, Dominik Straub, Fabian Tatai, and 4 more authors Nature Human Behaviour, 2024 HTML PDF Code 2023 NeurIPS Probabilistic inverse optimal control for non-linear partially observable systems disentangles perceptual uncertainty and behavioral costs Dominik Straub*, Matthias Schultheis*, Heinz Koeppl, and 1 more author Advances in Neural Information Processing Systems, 2023 HTML PDF Code Talk Preprint CogSci People use Newtonian physics in intuitive sensorimotor decisions under risk Fabian Tatai, Dominik Straub, and Constantin A. Rothkopf In Proceedings of the Annual Meeting of the Cognitive Science Society, 2023 HTML PDF Talk PsycholRes People learn a two-stage control for faster locomotor interception. Huaiyong Zhao, Dominik Straub, and Constantin A. Rothkopf Psychological research, 2023 HTML PDF Data 2022 eLife Putting perception into action with inverse optimal control for continuous psychophysics Dominik Straub, and Constantin A. Rothkopf eLife, Sep 2022 DOI HTML PDF Code Talk Preprint 2021 NeurIPS Inverse optimal control adapted to the noise characteristics of the human sensorimotor system Matthias Schultheis*, Dominik Straub*, and Constantin A. Rothkopf Advances in Neural Information Processing Systems, Sep 2021 HTML PDF Code Talk Preprint QJEP How do people steer a car to intercept a moving target: Interceptions in different environments point to one strategy Huaiyong Zhao, Dominik Straub, and Constantin A. Rothkopf Quarterly Journal of Experimental Psychology, Sep 2021 HTML PDF FrontPsychol Looking for image statistics: active vision with avatars in a naturalistic virtual environment Dominik Straub, and Constantin A. Rothkopf Frontiers in psychology, Sep 2021 HTML PDF Code Data 2019 JoV The visual control of interceptive steering: How do people steer a car to intercept a moving target? Huaiyong Zhao, Dominik Straub, and Constantin A. Rothkopf Journal of Vision, Sep 2019 HTML PDF
