Hauptinhalt

Zehn ausgewählte Publikationen

• Kessler F, Frankenstein J, Rothkopf CA (2024). 
  Human navigation strategies and their errors result from dynamic interactions of spatial uncertainties.
  Nature Communications, 15(1):1–19. 
  DOI: 10.1038/s41467-024-49722-y
  
  
• Thomas T, Straub D, Tatai F, Shene M, Tosik T, Kersting K, Rothkopf, CA (2024).
  Modelling dataset bias in machine-learned theories of economic decision-making.
  Nature Human Behaviour, 1-13. 
  DOI: 10.1038/s41562-023-01784-6 
  
  
• D. Straub, C. A. Rothkopf (2022). 
  Putting perception into action with inverse optimal control for continuous psychophysics.
  eLife, 11:e76635, 2022.
  DOI: https://doi.org/10.7554/eLife.76635
  
  
• M. Schultheis*, D. Straub*, C. A. Rothkopf (2021). 
  Inverse stochastic optimal control adapted to the noise characteristics of the sensorimotor system. 
  Advances in neural information processing systems (NeurIPS), 2021.
  DOI: https://proceedings.neurips.cc/paper/2021/hash/4e55139e019a58e0084f194f758ffdea-Abstract.html 
  
  
• D. Hoppe, C. A Rothkopf (2019). 
  Multi-step planning of eye movements in visual search. 
  Scientific Reports, 9(1):144, 2019.
  DOI: https://doi.org/10.1038/s41598-018-37536-0
  
  
• D. Hoppe, S. Helfmann, C. A. Rothkopf (2018). 
  Humans quickly learn to blink strategically in response to environmental task demands. 
  Proceedings of the National Academy of Sciences (PNAS), 2018.
  DOI: https://doi.org/10.1073/pnas.1714220115
  
  
• Hoppe D, Rothkopf CA (2016). 
  Learning rational temporal eye movement strategies.
  Proceedings of the National Academy of Sciences USA, 113(29), 8332-8337. 
  DOI: 10.1073/pnas.160130511 
  
  
• B. Belousov, G. Neumann, C. A. Rothkopf, J. Peters (2016). 
  Catching heuristics are optimal control policies. 
  Proceedings of the Annual Conference on Neural Information Processing Systems (NIPS), 2016.
  DOI: https://proceedings.neurips.cc/paper/2016/hash/43fa7f58b7eac7ac872209342e62e8f1-Abstract.html 
  
  
• C. Dimitrakakis, C. A. Rothkopf (2011). 
  Bayesian multitask inverse reinforcement learning. 
  European Workshop on Reinforcemnt Learning (EWRL), September 9–11, 2011.
  DOI: https://doi.org/10.1007/978-3-642-29946-9_27 
  
  
• C. A. Rothkopf, D. H. Ballard, M.M. Hayhoe (2007). 
  Task and context determine where you look. 
  Journal of Vision, 7(14):16, 1-20, 2007.
  DOI: https://doi.org/10.1167/7.14.16