Publications:
Computational Principles of Intelligence
Journal Article (25)
1.
Journal Article
47, e170 (2024)
Meta-learning: Data, architecture, and both. Behavioral and Brain Sciences 2.
Journal Article
Epub ahead (2024)
A tutorial on open-source large language models for behavioral science. Behavior Research Methods 3.
Journal Article
152, 101670 (2024)
Task Imprinting: Another Mechanism of Representational Change? Cognitive Neuroscience 4.
Journal Article
8 (6), pp. 1035 - 1043 (2024)
Using Games to Understand the Mind. Nature Human Behaviour 5.
Journal Article
47, e147 (2024)
Meta-Learned Models of Cognition. Behavioral and Brain Sciences 6.
Journal Article
27 (1), e13411 (2024)
Preschoolers search longer when there is more information to be gained. Developmental Science 7.
Journal Article
241, 105605 (2023)
The scaling of mental computation in a sorting task. Cognition 8.
Journal Article
7 (11), pp. 1955 - 1967 (2023)
Developmental changes in exploration resemble stochastic optimization. Nature Human Behaviour 9.
Journal Article
6 (3), pp. 526 - 542 (2023)
Reconstructing the Einstellung effect. Computational Brain & Behavior 10.
Journal Article
7 (9), pp. 1481 - 1489 (2023)
Empowerment contributes to exploration behaviour in a creative video game. Nature Human Behaviour 11.
Journal Article
13, 7680 (2023)
Chunking as a rational solution to the speed-accuracy trade-off in a serial reaction time task. Scientific Reports 12.
Journal Article
26 (4), pp. 615 - 626 (2023)
Hippocampal spatio-predictive cognitive maps adaptively guide reward generalization. Nature Neuroscience 13.
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 14.
Journal Article
129 (5), pp. 1042 - 1077 (2022)
Heuristics From Bounded Meta-Learned Inference. Psychological Review 15.
Journal Article
12 (1), 17744 (2022)
Context-dependent choice and evaluation in real-world consumer behavior. Scientific Reports 16.
Journal Article
12 (1), 4122 (2022)
Time pressure changes how people explore and respond to uncertainty. Scientific Reports 17.
Journal Article
41 (30), pp. 6502 - 6510 (2021)
Under threat weaker evidence is required to reach undesirable conclusions. The Journal of Neuroscience 18.
Journal Article
24 (4), e13095 (2021)
Development of directed and random exploration in children. Developmental Science 19.
Journal Article
5 (6), pp. 764 - 773 (2021)
Multi-task reinforcement learning in humans. Nature Human Behaviour 20.
Journal Article
4, pp. 125 - 147 (2021)
Inference and search on graph-structured spaces. Computational Brain & Behavior