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当高预期收益与高失败风险相关联时,社会学习的演变。

Evolution of social learning when high expected payoffs are associated with high risk of failure.

机构信息

Department of Zoology, Faculty of Life Sciences, Tel-Aviv University, Tel-Aviv 69978, Israel.

出版信息

J R Soc Interface. 2011 Nov 7;8(64):1604-15. doi: 10.1098/rsif.2011.0138. Epub 2011 Apr 20.

Abstract

In an environment where the availability of resources sought by a forager varies greatly, individual foraging is likely to be associated with a high risk of failure. Foragers that learn where the best sources of food are located are likely to develop risk aversion, causing them to avoid the patches that are in fact the best; the result is sub-optimal behaviour. Yet, foragers living in a group may not only learn by themselves, but also by observing others. Using evolutionary agent-based computer simulations of a social foraging game, we show that in an environment where the most productive resources occur with the lowest probability, socially acquired information is strongly favoured over individual experience. While social learning is usually regarded as beneficial because it filters out maladaptive behaviours, the advantage of social learning in a risky environment stems from the fact that it allows risk aversion to be circumvented and the best food source to be revisited despite repeated failures. Our results demonstrate that the consequences of individual risk aversion may be better understood within a social context and suggest one possible explanation for the strong preference for social information over individual experience often observed in both humans and animals.

摘要

在资源可用性差异极大的觅食环境中,个体觅食很可能伴随着高失败风险。那些能够学习到最佳食物来源位置的觅食者可能会产生风险规避,从而避免实际上最好的食物源;其结果是次优行为。然而,生活在群体中的觅食者不仅可以通过自己学习,还可以通过观察他人学习。通过对社会觅食游戏的基于进化代理的计算机模拟,我们表明,在资源最丰富的环境中,最具生产力的资源出现的概率最低,社会获得的信息比个体经验更具优势。虽然社会学习通常被认为是有益的,因为它可以过滤掉适应不良的行为,但在风险环境中,社会学习的优势源于它允许规避风险规避,并在反复失败的情况下重新访问最佳食物源。我们的研究结果表明,个体风险规避的后果可以在社会背景下得到更好的理解,并为人类和动物中经常观察到的对社会信息的强烈偏好而不是个体经验提供了一种可能的解释。

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