Resource-rational decision making

نویسندگان

چکیده

Across many domains of decision making, people seem both rational and irrational. We review recent work that aims to reconcile these apparently contradictory views by modeling human decisions as optimal under a set cognitive resource constraints. This ‘resource-rational’ analysis connects psychology neuroscience ideas from engineering, economics, machine learning. Here, we focus on an information-theoretic formalization resources, highlighting its implications for understanding three important widespread phenomena: reference dependence, stochastic choice, perseveration. While phenomena have traditionally been viewed irrational biases or errors, suggest they may arise solution the problem resource-limited making.

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ژورنال

عنوان ژورنال: Current opinion in behavioral sciences

سال: 2021

ISSN: ['2352-1554', '2352-1546']

DOI: https://doi.org/10.1016/j.cobeha.2021.02.015