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The Evolution of Bayesian Updating

Okasha, Samir (2012) The Evolution of Bayesian Updating. In: [2012] Philosophy of Science Assoc. 23rd Biennial Mtg (San Diego, CA) > PSA 2012 Contributed Papers.

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    Abstract

    An evolutionary basis for Bayesian rationality is suggested, by consid- ering how natural selection would operate on an organism's `policy' for choosing an action depending on an environmental signal. It is shown that the evolutionarily optimal policy, as judged by the criterion of maximal expected reproductive output, is the policy which for each signal, chooses an action that maximizes conditional expected output given that signal. An organism using such a policy is behaving as if it were a Bayesian agent with probabilistic beliefs about the states of nature, that it updates by conditionalization, and whose choice behaviour obeys expected util- ity maximization. This suggests a possible route by which Bayes-rational creatures might have evolved.


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    Item Type: Conference or Workshop Item (UNSPECIFIED)
    Keywords: evolution, Bayesian conditionalization, updating, expected utility, rationality
    Subjects: Specific Sciences > Biology > Evolutionary Theory
    General Issues > Decision Theory
    Conferences and Volumes: [2012] Philosophy of Science Assoc. 23rd Biennial Mtg (San Diego, CA) > PSA 2012 Contributed Papers
    Depositing User: Samir Okasha
    Date Deposited: 02 Dec 2012 10:47
    Last Modified: 02 Dec 2012 10:47
    Item ID: 9463
    URI: http://philsci-archive.pitt.edu/id/eprint/9463

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