Publications
View By Topic:
All Topics F Foundations P Perception E Education CI Causal Induction CD Cognitive Development PR Probabilistic Reasoning RPM Rational Process Models S&C Similarity and Categorization SML Statistical Models of Language NBM Nonparametric Bayesian Models CEIL Cultural Evolution and Iterated Learning DMRL Decision Making and Reinforcement Learning
(Click on an author's name to view all papers by that author.)
Filter publications
RPM DMRL Reichman, D. , Lieder, F. , Bourgin, D. D. , Talmon, N. , & Griffiths, T. L. (preprint). Goal pursuit for computationally bounded agents: The network structure of goal systems predicts human performance.
S&C Bourgin, D. D. , Abbott, J. T. , & Griffiths, T. L. (in press). Recommendation as generalization: Using big data to evaluate cognitive models. Journal of Experimental Psychology: General . (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)
E Jupyter, P. , Blank, D. , Bourgin, D. , Brown, A. , Bussonnier, M. , Frederic, J. , Granger, B. , Griffiths, T. L. , Hamrick, J. , Kelley, K. , Pacer, M. , Page, L. , Perez, F. , Ragan-Kelley, B. , Suchow, J. W. , & Willing, C. (2019). nbgrader: A tool for creating and grading assignments in the Jupyter notebook. Journal of Open Source Education, 2 (11), 32. (pdf)
DMRL Bourgin, D. , Peterson, J. C. , Reichman, D. , Russell, S. , & Griffiths, T. L. (2019). Cognitive model priors for predicting human decisions. Proceedings of the 36th International Conference on Machine Learning (ICML) . (pdf)
S&C Bourgin, D. D. , Abbott, J. T. , & Griffiths, T. L. (2018). Recommendation as generalization: Evaluating cognitive models in the wild. Proceedings of the 40th Annual Conference of the Cognitive Science Society. (pdf)
DMRL Sanborn, S. , Bourgin, D. D. , Chang, M. , & Griffiths, T. L. (2018). Representational efficiency outweighs action efficiency in human program induction. Proceedings of the 40th Annual Conference of the Cognitive Science Society. (pdf)
F CEIL Suchow, J. W. , Bourgin, D. D. , & Griffiths, T. L. (2017). Evolution in mind: Evolutionary dynamics, cognitive processes, and Bayesian inference. Trends in Cognitive Sciences, 21(7), 522-530. (pdf)
RPM Bourgin, D. D. , Lieder, F. , Reichman, D. , Talmon, N. , & Griffiths, T. L. (2017). The structure of goal systems predicts human performance. Proceedings of the 39th Annual Conference of the Cognitive Science Society. (pdf)
RPM SML Bourgin, D. D. , Abbott, J. T. , Griffiths, T. L. , Smith, K. A. , & Vul, E. (2014). Empirical evidence for Markov chain Monte Carlo in memory search. Proceedings of the 36th Annual Conference of the Cognitive Science Society . (pdf)