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Theory of Mind: Did Evolution Fool Us?

机译:心灵理论:进化会欺骗我们吗?

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摘要

Theory of Mind (ToM) is the ability to attribute mental states (e.g., beliefs and desires) to other people in order to understand and predict their behaviour. If others are rewarded to compete or cooperate with you, then what they will do depends upon what they believe about you. This is the reason why social interaction induces recursive ToM, of the sort “I think that you think that I think, etc.”. Critically, recursion is the common notion behind the definition of sophistication of human language, strategic thinking in games, and, arguably, ToM. Although sophisticated ToM is believed to have high adaptive fitness, broad experimental evidence from behavioural economics, experimental psychology and linguistics point towards limited recursivity in representing other’s beliefs. In this work, we test whether such apparent limitation may not in fact be proven to be adaptive, i.e. optimal in an evolutionary sense. First, we propose a meta-Bayesian approach that can predict the behaviour of ToM sophistication phenotypes who engage in social interactions. Second, we measure their adaptive fitness using evolutionary game theory. Our main contribution is to show that one does not have to appeal to biological costs to explain our limited ToM sophistication. In fact, the evolutionary cost/benefit ratio of ToM sophistication is non trivial. This is partly because an informational cost prevents highly sophisticated ToM phenotypes to fully exploit less sophisticated ones (in a competitive context). In addition, cooperation surprisingly favours lower levels of ToM sophistication. Taken together, these quantitative corollaries of the “social Bayesian brain” hypothesis provide an evolutionary account for both the limitation of ToM sophistication in humans as well as the persistence of low ToM sophistication levels.
机译:心智理论(ToM)是将精神状态(例如,信念和欲望)归因于其他人,以便理解和预测其行为的能力。如果奖励他人与您竞争或合作,那么他们将做什么取决于他们对您的看法。这就是为什么社交互动会导致递归ToM的原因,例如“我认为您认为我认为,等等”。至关重要的是,递归是人类语言的复杂程度,游戏中的战略思维以及可以说是ToM的定义背后的常见概念。尽管成熟的ToM被认为具有很高的适应性,但来自行为经济学,实验心理学和语言学的大量实验证据表明,在代表他人信念时递归性有限。在这项工作中,我们测试了这种表面上的限制是否可能实际上没有被证明是自适应的,即在进化意义上是最优的。首先,我们提出了一种元贝叶斯方法,该方法可以预测参与社会互动的ToM复杂表型的行为。其次,我们使用进化博弈论来衡量它们的适应性。我们的主要贡献是表明,人们不必诉诸生物学成本来解释我们有限的ToM复杂性。实际上,ToM复杂性的进化成本/收益比是微不足道的。部分原因是,信息成本阻止了高度复杂的ToM表型(在竞争环境中)完全利用不太复杂的ToM表型。此外,合作出人意料地有利于降低ToM复杂度。综上所述,“社会贝叶斯大脑”假说的这些定量推论为进化论解释了人类对ToM复杂性的局限性以及低ToM复杂性水平的持续存在。

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