Literature DB >> 21508013

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

Michal Arbilly1, Uzi Motro, Marcus W Feldman, Arnon Lotem.   

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.

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Year:  2011        PMID: 21508013      PMCID: PMC3177617          DOI: 10.1098/rsif.2011.0138

Source DB:  PubMed          Journal:  J R Soc Interface        ISSN: 1742-5662            Impact factor:   4.118


  31 in total

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Authors:  M Bateson; A Kacelnik
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7.  Why copy others? Insights from the social learning strategies tournament.

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8.  Modelling to contain pandemics.

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9.  Co-evolution of learning complexity and social foraging strategies.

Authors:  Michal Arbilly; Uzi Motro; Marcus W Feldman; Arnon Lotem
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10.  Perceptual accuracy and conflicting effects of certainty on risk-taking behaviour.

Authors:  Sharoni Shafir; Taly Reich; Erez Tsur; Ido Erev; Arnon Lotem
Journal:  Nature       Date:  2008-06-12       Impact factor: 49.962

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  12 in total

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Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2018-04-05       Impact factor: 6.237

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4.  Conformist social learning leads to self-organised prevention against adverse bias in risky decision making.

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Review 5.  Evolution of learning strategies in temporally and spatially variable environments: a review of theory.

Authors:  Kenichi Aoki; Marcus W Feldman
Journal:  Theor Popul Biol       Date:  2013-11-07       Impact factor: 1.570

6.  Public information use in chimpanzees (Pan troglodytes) and children (Homo sapiens).

Authors:  Gill L Vale; Emma G Flynn; Susan P Lambeth; Steven J Schapiro; Rachel L Kendal
Journal:  J Comp Psychol       Date:  2013-09-23       Impact factor: 2.231

7.  Conditional use of social and private information guides house-hunting ants.

Authors:  Adam L Cronin
Journal:  PLoS One       Date:  2013-05-31       Impact factor: 3.240

8.  Co-Evolution of Social Learning and Evolutionary Preparedness in Dangerous Environments.

Authors:  Björn Lindström; Ida Selbing; Andreas Olsson
Journal:  PLoS One       Date:  2016-08-03       Impact factor: 3.240

9.  Sex differences in the use of social information emerge under conditions of risk.

Authors:  Charlotte O Brand; Gillian R Brown; Catharine P Cross
Journal:  PeerJ       Date:  2018-01-03       Impact factor: 2.984

Review 10.  Nonhuman gamblers: lessons from rodents, primates, and robots.

Authors:  Fabio Paglieri; Elsa Addessi; Francesca De Petrillo; Giovanni Laviola; Marco Mirolli; Domenico Parisi; Giancarlo Petrosino; Marialba Ventricelli; Francesca Zoratto; Walter Adriani
Journal:  Front Behav Neurosci       Date:  2014-02-11       Impact factor: 3.558

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