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All Topics 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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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. (2024). Centaur: A foundation model of human cognition. (preprint)
DMRL RPM Jain, Y. R. , Callaway, F. , Griffiths, T. L. , Dayan, P. , He, R. , Krueger, P. M. , & Lieder, F. (2023). A computational process-tracing method for measuring people’s planning strategies and how they change over time. Behavior Research Methods, 55 , 2037–2079. (pdf)
DMRL F Dubey, R. , Griffiths, T. L. , & Dayan, P. (2022). The pursuit of happiness: A reinforcement learning perspective on habituation and comparisons. PLoS Computational Biology, 18 (8), e1010316. (pdf)
CI RPM Bramley, N. R. , Dayan, P. , Griffiths, T. L. , & Lagnado, D. A. (2017). Formalizing Neuraths Ship: Approximate algorithms for online causal learning. Psychological Review, 124(3), 301-338. (pdf)