Publications:
Computational Principles of Intelligence
Journal Article (20)
1.
Journal Article
241, 105605 (2023)
The scaling of mental computation in a sorting task. Cognition 2.
Journal Article
6 (3), pp. 526 - 542 (2023)
Reconstructing the Einstellung effect. Computational Brain & Behavior 3.
Journal Article
7 (9), pp. 1481 - 1489 (2023)
Empowerment contributes to exploration behaviour in a creative video game. Nature Human Behaviour 4.
Journal Article
Epub ahead (2023)
Developmental changes in exploration resemble stochastic optimization. Nature Human Behaviour 5.
Journal Article
Epub ahead, e13411 (2023)
Preschoolers search longer when there is more information to be gained. Developmental Science 6.
Journal Article
13, 7680 (2023)
Chunking as a rational solution to the speed-accuracy trade-off in a serial reaction time task. Scientific Reports 7.
Journal Article
26 (4), pp. 615 - 626 (2023)
Hippocampal spatio-predictive cognitive maps adaptively guide reward generalization. Nature Neuroscience 8.
Journal Article
120 (6), e2218523120 (2023)
Using cognitive psychology to understand GPT-3. Proceedings of the National Academy of Sciences of the United States of America 9.
Journal Article
129 (5), pp. 1042 - 1077 (2022)
Heuristics From Bounded Meta-Learned Inference. Psychological Review 10.
Journal Article
12 (1), 17744 (2022)
Context-dependent choice and evaluation in real-world consumer behavior. Scientific Reports 11.
Journal Article
12 (1), 4122 (2022)
Time pressure changes how people explore and respond to uncertainty. Scientific Reports 12.
Journal Article
41 (30), pp. 6502 - 6510 (2021)
Under threat weaker evidence is required to reach undesirable conclusions. The Journal of Neuroscience 13.
Journal Article
24 (4), e13095 (2021)
Development of directed and random exploration in children. Developmental Science 14.
Journal Article
5 (6), pp. 764 - 773 (2021)
Multi-task reinforcement learning in humans. Nature Human Behaviour 15.
Journal Article
4, pp. 125 - 147 (2021)
Inference and search on graph-structured spaces. Computational Brain & Behavior 16.
Journal Article
11 (1), 3714, pp. 1 - 14 (2021)
Human visual motion perception shows hallmarks of Bayesian structural inference. Scientific Reports 17.
Journal Article
23 (12), 101772 (2020)
Computational psychiatry for computers. iScience 18.
Journal Article
24 (9), pp. 685 - 687 (2020)
What are we curious about? Trends in Cognitive Sciences 19.
Journal Article
16 (9), pp. 1 - 28 (2020)
Similarities and differences in spatial and non-spatial cognitive maps. PLoS Computational Biology 20.
Journal Article
4, pp. 25 - 39 (2020)
Communicating compositional patterns. Open Mind: Discoveries in Cognitive Science