Publications

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CI Causal Induction
CD Cognitive Development
CEIL Cultural Evolution and Iterated Learning
DMRL Decision Making and Reinforcement Learning
E Education
F Foundations
IB Inductive Biases
NBM Nonparametric Bayesian Models
P Perception
PR Probabilistic Reasoning
RPM Rational Process Models
S&C Similarity and Categorization
SC Social Cognition
SML Statistical Models of Language

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By Russek, E.
SML
Christian, B., Russek, E. M., & Griffiths, T. L. (2026). Resolving feynman's restaurant problem reveals optimal solutions and human strategies. Proceedings of the National Academy of Sciences, 123(23).
F
RPM
Kuperwajs, I., Russek, E. M., Mattar, M. G., Ma, W. J., & Griffiths, T. L. (2026). Looking deeper into the algorithms underlying human planning. Trends in Cognitive Sciences, 30(2), 149-161. (pdf)
S&C
Li, I., Russek, E. M., Kuperwajs, I., & Griffiths, T. L. (2026). Identifying concepts used by human-like neural network chess engines. Proceedings of the Annual Meeting of the Cognitive Science Society, 48. (pdf)
CD
Turner, C. R., Russek, E. M., Seed, A., McEwan, E. S., Velez, N., Morgan, T. J. H., & Griffiths, T. L. (2026). Cognitive capacity and control in the evolution of intelligence. (preprint)
F
SML
Binz, M., Akata, E., Bethge, M., Brändle, F., Callaway, F., Coda-Forno, J., Dayan, P., Demircan, C., Eckstein, M. K., Éltető, N., Griffiths, T. L., Haridi, S., Jagadish, A. K., Ji-An, L., Kipnis, A., Kumar, S., Ludwig, T., Mathony, M., Mattar, M., Modirshanechi, A., Nath, S. S., Peterson, J. C., Rmus, M., Russek, E. M., Saanum, T., Scharfenberg, N., Schubert, J. A., Schulze Buschoff, L. M., Singhi, N., Sui, X., Thalmann, M., Theis, F., Truong, V., Udandarao, V., Voudouris, K., Wilson, R., Witte, K., Wu, S., Wulff, D., Xiong, H., & Schulz, E. (2025). A foundation model to predict and capture human cognition. Nature. (pdf)
DMRL
RPM
Kuperwajs, I., Russek, E., Schut, L., Sagiv, Y., Mattar, M. G., Ma, W. J., & Griffiths, T. L. (2025). Exploring resource-rational planning under time pressure in online chess. Proceedings of the 47th Annual Conference of the Cognitive Science Society (pdf)
DMRL
RPM
Russek, E., Acosta-Kane, D., van Opheusden, B., Mattar, M. G., & Griffiths, T. (2025). Time spent thinking in online chess reflects the value of computation. Cognitive Science, 49(10). (pdf)
DMRL
SC
Kuperwajs, I., van Opheusden, B., Russek, E., & Griffiths, T. L. (2024). Learning from rewards and social information in naturalistic strategic behavior. (preprint)
DMRL
Russek, E. M., Callaway, F., & Griffiths, T. L. (2024). Inverting cognitive models with neural networks to infer preferences from fixations. Cognitive Science, 48(11), e70015. (pdf)
CD
RPM
Russek, E. M., Turner, C. R., McEwen, E., Miscov, A. M., Seed, A., & Griffiths, T. L. (2024). Modeling the contributions of capacity and control to working memory development. 46th Annual Meeting of the Cognitive Science Society. (pdf)

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