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Evolving Behavioural Choice: An Investigation into Herrnstein’s Matching Law

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Advances in Artificial Life (ECAL 1999)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 1674))

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Abstract

In 1961, Herrnstein [4] famously observed that many animals match the frequency of their response to different stimuli in proportion to the reinforcement obtained from each stimulus type. Since then, a great deal of research has attempted to elucidate the mechanisms underlying this “matching law”, so far without a clear consensus emerging. Here, we take the view that “choice behaviour” is a product of agent, environment, and observer, and that “mechanisms of choice” are therefore not to be located solely within the chooser. A simple model, employing the novel methodology of evolving choice behaviour in a multi-agent system, is used to demonstrate that matching behaviour can occur (in stable environments) without any dedicated choice mechanism.

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© 1999 Springer-Verlag Berlin Heidelberg

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Seth, A.K. (1999). Evolving Behavioural Choice: An Investigation into Herrnstein’s Matching Law. In: Floreano, D., Nicoud, JD., Mondada, F. (eds) Advances in Artificial Life. ECAL 1999. Lecture Notes in Computer Science(), vol 1674. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-48304-7_29

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  • DOI: https://doi.org/10.1007/3-540-48304-7_29

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-66452-9

  • Online ISBN: 978-3-540-48304-5

  • eBook Packages: Springer Book Archive

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