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Using large-scale experiments and machine learning to discover theories of human decision-making.
Science. 2021 Jun 11;372(6547):1209-1214. doi: 10.1126/science.abe2629.
Science. 2021.
PMID: 34112693
Evolution in Mind: Evolutionary Dynamics, Cognitive Processes, and Bayesian Inference.
Suchow JW, Bourgin DD, Griffiths TL.
Suchow JW, et al. Among authors: bourgin dd.
Trends Cogn Sci. 2017 Jul;21(7):522-530. doi: 10.1016/j.tics.2017.04.005. Epub 2017 May 24.
Trends Cogn Sci. 2017.
PMID: 28551106
Review.
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Recommendation as generalization: Using big data to evaluate cognitive models.
Bourgin DD, Abbott JT, Griffiths TL.
Bourgin DD, et al.
J Exp Psychol Gen. 2020 Dec 3. doi: 10.1037/xge0000995. Online ahead of print.
J Exp Psychol Gen. 2020.
PMID: 33271043
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The Computational Challenges of Means Selection Problems: Network Structure of Goal Systems Predicts Human Performance.
Reichman D, Lieder F, Bourgin DD, Talmon N, Griffiths TL.
Reichman D, et al. Among authors: bourgin dd.
Cogn Sci. 2023 Aug;47(8):e13330. doi: 10.1111/cogs.13330.
Cogn Sci. 2023.
PMID: 37641424
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