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Sampling as a resource-rational constraint

delete2020-03-11
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OA
AI
A
Adam N. Sanborn *
J
Jian-Qiao Zhu
J
Jake Spicer
N
Nick Chater
DOI:10.1017/S0140525X19001584delete
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Abstract

Abstract

En 中文
Resource rationality is useful for choosing between models with the same cognitive constraints but cannot settle fundamental disagreements about what those constraints are. We argue that sampling is an especially compelling constraint, as optimizing accumulation of evidence or hypotheses minimizes the cost of time, and there are well-established models for doing so which have had tremendous success explaining human behavior.

Journal

Behavioral and Brain Sciences cover
Behavioral and Brain Sciences
IF:
13.7
Papers:
1.6W
Citations:
1.2W

Organization

U
University of Warwick
Scholars:
2.2W
Papers: 2.2W
Citations: 85