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Sampling as a resource-rational constraint
Behavioral and Brain Sciences ( IF 16.6 ) Pub Date : 2020-03-11 , DOI: 10.1017/s0140525x19001584
Adam N Sanborn 1 , Jianqiao Zhu 1 , Jake Spicer 1 , Nick Chater 2
Affiliation  

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.

中文翻译:

抽样作为资源合理的约束

资源合理性对于在具有相同认知约束的模型之间进行选择很有用,但不能解决关于这些约束是什么的根本分歧。我们认为抽样是一个特别引人注目的约束条件,因为优化证据或假设的积累可以最大限度地减少时间成本,并且有完善的模型可以在解释人类行为方面取得巨大成功。
更新日期:2020-03-11
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