Behavioral and Brain Sciences Resource-rational analysis: Understanding human cognition as the optimal use of cambridge.org/bbs limited computational resources a b Target Article Falk Lieder and Thomas L. Griffiths a b Cite this article: Lieder F, Griffiths TL. (2020) Max Planck Institute for Intelligent Systems, Tübingen 72076, Germany and Departments of Psychology and Resource-rational analysis: Understanding Computer Science, Princeton University, Princeton, New Jersey 08544, USA human cognition as the optimal use of limited
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[email protected] https://psych.princeton.edu/person/tom-griffiths Sciences 43,e1:1–60. doi:10.1017/ S0140525X1900061X Abstract Target Article Accepted: 18 January 2019 Modeling human cognition is challenging because there are infinitely many mechanisms that Target Article Manuscript Online: 4 February can generate any given observation. Some researchers address this by constraining the hypoth- 2019 Commentaries Accepted: 22 May 2019 esis space through assumptions about what the human mind can and cannot do, while others constrain it through principles of rationality and adaptation. Recent work in economics, psy- Keywords: chology, neuroscience, and linguistics has begun to integrate both approaches by augmenting bounded rationality; cognitive biases; rational models with cognitive constraints, incorporating rational principles into cognitive cognitive mechanisms; cognitive modeling; representations; resource rationality