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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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DMRL Agrawal, M. , Peterson, J. C. , Cohen, J. D. , & Griffiths, T. L. (2023). Stress, intertemporal choice, and mitigation behavior during the COVID-19 pandemic. Journal of Experimental Psychology: General, 152 (9), 2695–2702. (pdf)
DMRL Peterson, J. C. , Bourgin, D. , Agrawal, M. , Reichman, D. , & Griffiths, T. (2021). Using large-scale experiments and machine learning to discover theories of human decision-making. Science, 372 (6547), 1209-1214. (pdf)
DMRL Agrawal, M. , Peterson, J. C. , & Griffiths, T. L. (2020). Scaling up psychology via Scientific Regret Minimization. Proceedings of the National Academy of Sciences . (pdf)
DMRL RPM Agrawal, M. , Peterson, J. C. , & Griffiths, T. L. (2019). Using machine learning to guide cognitive modeling: a case study in moral reasoning. Proceedings of the 41st Annual Conference of the Cognitive Science Society . (pdf)