Magnitude-sensitivity:rethinking decision-making

Pirrone, Angelo; Reina, Andreagiovanni; Stafford, Tom; Marshall, James A.R.; and Gobet, FernandORCID logo (2022) Magnitude-sensitivity:rethinking decision-making Trends in Cognitive Sciences, 26 (1). 66 - 80. ISSN 1364-6613
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Magnitude-sensitivity refers to the result that performance in decision-making, across domains and organisms, is affected by the total value of the possible alternatives. This simple result offers a window into fundamental issues in decision-making and has led to a reconsideration of ecological decision-making, prominent computational models of decision-making, and optimal decision-making. Moreover, magnitude-sensitivity has inspired the design of new robotic systems that exploit natural solutions and apply optimal decision-making policies. In this article, we review the key theoretical and empirical results about magnitude-sensitivity and highlight the importance that this phenomenon has for the understanding of decision-making. Furthermore, we discuss open questions and ideas for future research.

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