考虑我们所知道的和我们不知道的:期望和信心指南 价值融入基于价值的决策中
Romy Frömer1,2, Frederick Callaway3,4, Thomas L Griffiths3
1Cognitive, Linguistic and Psychological Sciences, Brown University, Providence, RI, USA.
Open mind : discoveries in cognitive science
|July 11, 2025
概括
人们根据他们对不同选择的了解和信任程度来调整他们的选择. 注意力和信心增加了对好选择的偏好,但减少了对坏选择的偏好,改善了决策.
科学领域:
- 认知科学 认知科学
- 决策科学 决策科学 决策科学
- 神经科学是一个神经科学.
背景情况:
- 决策通常涉及对各种选择的不完整信息.
- 之前的研究表明,人们更喜欢获得更多关注和更高信心的选项.
研究的目的:
- 调查信息获取,注意力和信心如何影响优先选择.
- 开发一个正式的模型,预测信息对不确定性下决策的影响.
主要方法:
- 开发了一种贝叶斯序列抽样模型,结合了注意力和信心.
- 独立地进行了两次操作期权价值和注意力的实验.
- 分析了注意力和信心如何影响基于选项质量的选择概率.
主要成果:
- 证实了注意力和信心会增加对优质选择的偏好.
- 证明注意力和信心降低了对劣质选择的偏好.
- 验证了模型的预测,即信息的影响取决于上下文.
结论:
- 决策是适应性的,利用上下文知识和不确定性来指导信息搜索.
- 注意力和信心被动地使用,以根据感知到的选择价值来优化选择.
- 这项工作完善了对注意力和对优先决策的信心的理解.
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