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Number of items: 36.

Straub, Dominik ; Rothkopf, Constantin A. (2022):
Putting perception into action with inverse optimal control for continuous psychophysics.
In: eLife, 11, eLife Sciences Publications, e-ISSN 2050-084X,
DOI: 10.7554/eLife.76635,
[Article]

Trick, Susanne ; Rothkopf, Constantin A. (2022):
Bayesian Classifier Fusion with an Explicit Model of Correlation.
In: Proceedings of Machine Learning Research, 151, In: Proceedings of The 25th International Conference on Artificial Intelligence and Statistics, pp. 2282-2310,
Valencia, Spain, PMLR, The 25th International Conference on Artificial Intelligence, Valencia, Spain, Mar 30, 2022 - Apr 1, 2022, [Conference or Workshop Item]

Belousov, Boris ; Neumann, Gerhard ; Rothkopf, Constantin A. ; Peters, Jan (2022):
Catching heuristics are optimal control policies. (Publisher's Version)
In: Advances in Neural Information Processing Systems 29 : 30th Annual Conference on Neural Information Processing Systems 2016, Volume 3, pp. 1434-1442,
Darmstadt, Curran Associates, Inc., 30th Annual Conference on Neural Information Processing Systems (NIPS 2016), Barcelona, Spain, 05.-10.12.2016, ISBN 978-1-5108-3881-9,
DOI: 10.26083/tuprints-00020556,
[Conference or Workshop Item]

Trick, Susanne ; Herbert, Franziska ; Rothkopf, Constantin A. ; Koert, Dorothea (2022):
Interactive Reinforcement Learning With Bayesian Fusion of Multimodal Advice.
In: IEEE Robotics and Automation Letters, 7 (3), pp. 7558-7565. IEEE, ISSN 2377-3766, e-ISSN 2377-3774,
DOI: 10.1109/LRA.2022.3182100,
[Article]

Schramowski, Patrick ; Turan, Cigdem ; Andersen, Nico ; Rothkopf, Constantin A. (2022):
Large pre-trained language models contain human-like biases of what is right and wrong to do.
In: Nature Machine Intelligence, 4 (3), pp. 258-268. Nature Publishing Group, ISSN 2522-5839,
DOI: 10.1038/s42256-022-00458-8,
[Article]

Koert, Dorothea ; Pajarinen, Joni ; Schotschneider, Albert ; Trick, Susanne ; Rothkopf, Constantin A. ; Peters, Jan (2022):
Learning Intention Aware Online Adaptation of Movement Primitives. (Postprint)
In: IEEE Robotics and Automation Letters, 4 (4), pp. 3719-3726. IEEE, e-ISSN 2377-3766,
DOI: 10.26083/tuprints-00020543,
[Article]

Straub, Dominik ; Rothkopf, Constantin A. (2022):
Looking for Image Statistics: Active Vision With Avatars in a Naturalistic Virtual Environment. (Publisher's Version)
In: Frontiers in Psychology, 12, Frontiers, e-ISSN 1664-1078,
DOI: 10.26083/tuprints-00020847,
[Article]

Trick, Susanne ; Koert, Dorothea ; Peters, Jan ; Rothkopf, Constantin A. (2022):
Multimodal Uncertainty Reduction for Intention Recognition in Human-Robot Interaction. (Postprint)
In: 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 7009-7016,
Darmstadt, IEEE, International Conference on Intelligent Robots and Systems (IROS), Macau, China, 03.-08.11.2019, e-ISSN 2153-0866, ISBN 978-1-7281-4004-9,
DOI: 10.26083/tuprints-00020552,
[Conference or Workshop Item]

Wroblewski, Adrian ; Hollandt, Maike ; Yang, Yunbo ; Ridderbusch, Isabelle C. ; Pietzner, Anne ; Szeska, Christoph ; Lotze, Martin ; Wittchen, Hans-Ulrich ; Heinig, Ingmar ; Pittig, Andre ; Arolt, Volker ; Koelkebeck, Katja ; Rothkopf, Constantin A. ; Adolph, Dirk ; Markgraf, Jürgen ; Lueken, Ulrike ; Pauli, Paul ; Herrmann, Martin J. ; Winkler, Markus H. ; Ströhle, Andreas ; Dannlowski, Udo ; Kircher, Tilo ; Hamm, Alfons O. ; Straube, Benjamin ; Richter, Jan (2022):
Sometimes I feel the fear of uncertainty: How intolerance of uncertainty and trait anxiety impact fear acquisition, extinction and the return of fear.
In: International Journal of Psychophysiology, 181, pp. 125-140. ISSN 0167-8760,
DOI: 10.1016/j.ijpsycho.2022.09.001,
[Article]

Zhao, Huaiyong ; Straub, Dominik ; Rothkopf, Constantin A. (2021):
How do people steer a car to intercept a moving target: Interceptions in different environments point to one strategy.
In: Quarterly Journal of Experimental Psychology, 74 (10), pp. 1686-1696. DOI: 10.1177/17470218211007480,
[Article]

Kadner, Florian ; Keller, Yannik ; Rothkopf, Constantin A. (2021):
AdaptiFont:Increasing Individuals’ Reading Speed with a Generative Font Model and Bayesian Optimization.
In: CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, pp. 1-11,
Yokohama Japan, Association for Computing MachineryNew YorkNYUnited States, 2021 CHI Conference on Human Factors in Computing Systems, Yokohama Japan, May 8 - 13, 2021, ISBN 9781450380966,
DOI: 10.1145/3411764.3445140,
[Conference or Workshop Item]

Neupärtl, Nils ; Tatai, Fabian ; Rothkopf, Constantin A. (2021):
Intuitive physical reasoning about objects’ masses transfers to a visuomotor decision task consistent with Newtonian physics. (Publisher's Version)
In: PLOS Computational Biology, 16 (10), PLOS, ISSN 1553-7358, e-ISSN 1553-734X,
DOI: 10.26083/tuprints-00019272,
[Article]

Schultheis, Matthias ; Straub, Dominik ; Rothkopf, Constantin A. (2021):
Inverse optimal control adapted to the noise characteristics of the human sensorimotor system.
In: Advances in Neural Information Processing Systems, 34, pp. 9429-9442, Schloss Dagstuhl, Saarland, Germany, virtual, Conference on Neural Information Processing Systems, Schloss Dagstuhl, Saarland, Germany, virtuell, December 6-14, 2021, ISBN 9781713845393,
[Conference or Workshop Item]

Straub, Dominik ; Rothkopf, Constantin A. (2021):
Looking for Image Statistics: Active Vision With Avatars in a Naturalistic Virtual Environment.
In: Frontiers in Psychology, 12, Frontiers, ISSN 1664-1078,
DOI: 10.3389/fpsyg.2021.641471,
[Article]

Neupärtl, Nils ; Tatai, Fabian ; Rothkopf, Constantin A. (2021):
Naturalistic embodied interactions elicit intuitive physical behaviour in accordance with Newtonian physics.
In: Cognitive Neuropsychology, 38 (7-8), pp. 440-454. Routledge, DOI: 10.1080/02643294.2021.2008890,
[Article]

Turan, Cigdem ; Schramowski, Patrick ; Rothkopf, Constantin A. ; Kersting, Kristian (2020):
Alfie: An Interactive Robot with Moral Compass.
In: Proceedings of the 2020 International Conference on Multimodal Interaction, pp. 758-759,
Utrecht, the Netherlands, 22nd ACM International Conference on Multimodal Interaction, Utrecht, the Netherlands, October 25-29, 2020, DOI: 10.1145/3382507.3421163,
[Conference or Workshop Item]

Frankenstein, Julia ; Kessler, Fabian ; Rothkopf, Constantin A. (2020):
Applying Psychophysics to Applied Spatial Cognition Research.
In: Lecture Notes in Computer Science book series (LNAI, 12162, In: Spatial Cognition XII : 12th International Conference, Spatial Cognition 2020, Riga, Latvia, August 26–28, 2020, Proceedings, pp. 196-216,
Riga, Latvia, Springer International Publishing, 12th International Conference Spatial Cognition., Riga, Latvia, 26-28 August 2020, ISBN 978-3-030-57982-1,
DOI: 10.1007/978-3-030-57983-8_16,
[Conference or Workshop Item]

Neupärtl, Nils ; Tatai, Fabian ; Rothkopf, Constantin A. (2020):
Intuitive physical reasoning about objects’ masses transfers to a visuomotor decision task consistent with Newtonian physics.
In: PLOS Computational Biology, 16 (10), pp. e1007730. {Public Library of Science San Francisco, CA USA, ISSN 1553-7358,
DOI: 10.1371/journal.pcbi.1007730,
[Article]

Araslanov, Nikita ; Rothkopf, Constantin A. ; Roth, Stefan (2019):
Actor-Critic Instance Segmentation.
In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 8237-8246,
Long Beach, California, United States, IEEE Conference on Computer Vision and Pattern Recognition, [Conference or Workshop Item]

Koert, Dorothea ; Pajarinen, Joni ; Schotschneider, Albert ; Trick, Susanne ; Rothkopf, Constantin A. ; Peters, Jan (2019):
Learning Intention Aware Online Adaptation of Movement Primitives.
In: IEEE Robotics and Automation Letters, 4 (4), pp. 3719-3726. IEEE, ISSN 2377-3766, e-ISSN 2377-3774,
DOI: 10.1109/lra.2019.2928760,
[Article]

Hoppe, David ; Rothkopf, Constantin A. (2019):
Multi-step planning of eye movements in visual search.
In: Scientific Reports, 9 (1), Springer Nature, ISSN 2045-2322,
DOI: 10.1038/s41598-018-37536-0,
[Article]

Hoppe, David ; Rothkopf, Constantin A. (2019):
Multi-step planning of eye movements in visual search.
In: Scientific reports, 9 (1), pp. 1-12. Nature Publishing Group, [Article]

Trick, Susanne ; Koert, Dorothea ; Peters, Jan ; Rothkopf, Constantin A. (2019):
Multimodal Uncertainty Reduction for Intention Recognition in Human-Robot Interaction.
In: 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 7009-7016,
IEEE, 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Macau, China, 03.-08.11.2019, ISBN 978-1-7281-4004-9,
DOI: 10.1109/iros40897.2019.8968171,
[Conference or Workshop Item]

Kersting, Kristian ; Lampert, Christoph H. ; Rothkopf, Constantin A. (2019):
Wie Maschinen lernen : Künstliche Intelligenz verständlich erklärt.
Wiesbaden, Springer Fachmedien, ISBN 978-3-658-26762-9 ; 978-3-658-26763-6,
DOI: 10.1007/978-3-658-26763-6,
[Book]

Zhao, Huaiyong ; Straub, Dominik ; Rothkopf, Constantin A. (2019):
The visual control of interceptive steering: How do people steer a car to intercept a moving target?
In: Journal of Vision, 19 (14), pp. 1-11. ISSN 1534-7362,
DOI: 10.25534/tuprints-00013333,
[Article]

Zhao, Huaiyong ; Straub, Dominik ; Rothkopf, Constantin A. (2019):
The visual control of interceptive steering: How do people steer a car to intercept a moving target?
In: Journal of Vision, 19 (14), p. 11. ISSN 1534-7362,
DOI: 10.1167/19.14.11,
[Article]

Rothkopf, Constantin A. ; Balfanz, Dirk ; Galuske, Ralf A. W. ; Jäkel, Frank ; Kersting, Kristian ; Macke, J. ; Mohler, B. (eds.) (2018):
Computational Approaches to Cognitive Science.
In: Abstract Proceedings of the 14th Biannual Conference of the German Society for Cognitive Science,
[Conference or Workshop Item]

Hoppe, David ; Helfmann, Stefan ; Rothkopf, Constantin A. (2018):
Humans quickly learn to blink strategically in response to environmental task demands.
In: Proceedings of the National Academy of Sciences, 115 (9), pp. 2246-2251. National Academy of the Sciences, [Article]

Zhang, Ruohan ; Zhang, Shun ; Tong, Matthew H. ; Cui, Yuchen ; Rothkopf, Constantin A. ; Ballard, Dana H. ; Hayhoe, Mary M. (2018):
Modeling sensory-motor decisions in natural behavior.
14, In: PLoS computational biology, (10), pp. e1006518. Public Library of Science, [Article]

Zhang, Ruohan ; Zhang, Shun ; Tong, Matthew H. ; Cui, Yuchen ; Rothkopf, Constantin A. ; Ballard, Dana H. ; Hayhoe, Mary M. (2018):
Modeling sensory-motor decisions in natural behavior.
In: PLOS Computational Biology, 14 (10), pp. e1006518. Public Library of Science San Francisco, CA USA, ISSN 1553-7358,
DOI: 10.1371/journal.pcbi.1006518,
[Article]

Melnik, Andrew ; Schüler, Felix ; Rothkopf, Constantin A. ; König, Peter (2018):
The world as an external memory: the price of saccades in a sensorimotor task.
In: Frontiers in behavioral neuroscience, 12, p. 253. Frontiers, [Article]

Schmitt, Felix ; Bieg, Hans-Joachim ; Herman, Michael ; Rothkopf, Constantin A. (2017):
I see what you see: Inferring sensor and policy models of human real-world motor behavior.
San Francisco, California USA, Thirty-First AAAI Conference on Artificial Intelligence, [Conference or Workshop Item]

Belousov, Boris ; Neumann, Gerhard ; Rothkopf, Constantin A. ; Peters, Jan R. (2016):
Catching heuristics are optimal control policies.
30th Conference on Neural Information Processing Systems, Barcelona, Spain, 05.-10.12.2016, [Conference or Workshop Item]

Hoppe, David ; Rothkopf, Constantin A. (2016):
Learning rational temporal eye movement strategies.
In: Proceedings of the National Academy of Sciences, 113 (29), pp. 8332-8337. National Acad. Sciences, [Article]

Rothkopf, Constantin A. (2016):
Minimal Sequential Gaze Models for Inferring Walkers’ Tasks.
In: Proceedings of the 18th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct. ACM,
o.A., [Conference or Workshop Item]

Rothkopf, Constantin A. ; Ballard, Dana H. (2013):
Modular inverse reinforcement learning for visuomotor behavior.
In: Biological cybernetics, 107 (4), pp. 477-490. Springer, [Article]

This list was generated on Tue Feb 7 02:04:59 2023 CET.