Publikationen: 
Computational Principles of Intelligence

Binz, M.; Schulz, E.: Using cognitive psychology to understand GPT-3. Proceedings of the National Academy of Sciences of the United States of America 120 (6), e2218523120 (2023)

Binz, M.; Schulz, E.: Reconstructing the Einstellung effect. Computational Brain & Behavior Epub ahead (2022)

Binz, M.; Gershman, S.; Schulz, E.; Endres, D.: Heuristics From Bounded Meta-Learned Inference. Psychological Review 129 (5), S. 1042 - 1077 (2022)

Otto, A.; Devine, A.; Schulz, E.; Bornstein, A.; Louie, K.: Context-dependent choice and evaluation in real-world consumer behavior. Scientific Reports 12 (1), 17744 (2022)

Wu, C.; Schulz, E.; Pleskac, T.; Speekenbrink, M.: Time pressure changes how people explore and respond to uncertainty. Scientific Reports 12 (1), 4122 (2022)

Globig, L.; Witte, K.; Feng, G.; Sharot, T.: Under threat weaker evidence is required to reach undesirable conclusions. The Journal of Neuroscience 41 (30), S. 6502 - 6510 (2021)

Meder, B.; Wu, C.; Schulz, E.; Ruggeri, A.: Development of directed and random exploration in children. Developmental Science 24 (4), S. 1 - 20 (2021)

Tomov, M.; Schulz, E.; Gershman, S.: Multi-task reinforcement learning in humans. Nature Human Behaviour 5 (6), S. 764 - 773 (2021)

Wu, C.; Schulz, E.; Gershman, S.: Inference and search on graph-structured spaces. Computational Brain & Behavior 4, S. 125 - 147 (2021)

Yang, S.; Bill, J.; Drugowitsch, J.; Gershman, S.: Human visual motion perception shows hallmarks of Bayesian structural inference. Scientific Reports 11 (1), 3714, S. 1 - 14 (2021)

Schulz, E.; Dayan, P.: Computational psychiatry for computers. iScience 23 (12), 101772 (2020)

Brändle, F.; Wu, C.; Schulz, E.: What are we curious about? Trends in Cognitive Sciences 24 (9), S. 685 - 687 (2020)

Wu, C.; Schulz, E.; Garvert, M.; Meder, B.; Schuck, N.: Similarities and differences in spatial and non-spatial cognitive maps. PLoS Computational Biology 16 (9), S. 1 - 28 (2020)

Schulz, E.; Quiroga, F.; Gershman, S.: Communicating compositional patterns. Open Mind: Discoveries in Cognitive Science 4, S. 25 - 39 (2020)

Cogliati Dezza, I.; Wu, C.; Schulz, E.: The Drive for Knowledge: The Science of Human Information-Seeking. Cambridge University Press, Cambridge, UK (2022), 292 S.

Brändle, F.; Binz, M.; Schulz, E.: Exploration beyond bandits. In: The Drive for Knowledge: The Science of Human Information-Seeking, S. 147 - 168 (Hg. Cogliati Dezza, I.; Wu, C.; Schulz, E.). Cambridge University Press, Cambridge, UK (2022)

Cogliati Dezza, I.; Schulz, E.; Wu, C.: Future challenges. In: The drive for knowledge: The science of human information seeking, S. 279 - 290 (Hg. Cogliati Dezza, I.; Schulz, E.; Wu, C.). Cambridge University Press, Cambridge, UK (2022)

Modirshanechi, A.; Brändle, F. (Hg.): Surprise in the brain: Theory and Experiment. Bernstein 2022 Satellite Workshop: Surprise in the brain: Theory and Experiments, Berlin, Germany, 13. September 2022. (2022)

Binz, M.; Schulz, E.: Exploration With a Finite Brain. In: Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022). Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, LA, USA, 28. November 2022 - 09. Dezember 2022. (angenommen)

Wu, S.; Éltetö, N.; Dasgupta, I.; Schulz, E.: Learning Structure from the Ground up: Hierarchical Representation Learning by Chunking. In: Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022). Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, LA, USA, 28. November 2022 - 09. Dezember 2022. (angenommen)