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Cailin O'Connor (2014). Evolving Perceptual Categories.

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    Evolving to Generalize: Trading Precision for Speed.Cailin O’Connor - 2017 - British Journal for the Philosophy of Science 68 (2).
    Biologists and philosophers of biology have argued that learning rules that do not lead organisms to play evolutionarily stable strategies (ESSes) in games will not be stable and thus not evolutionarily successful. This claim, however, stands at odds with the fact that learning generalization---a behavior that cannot lead to ESSes when modeled in games---is observed throughout the animal kingdom. In this paper, I use learning generalization to illustrate how previous analyses of the evolution of learning have gone wrong. It has (...)
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