Emergence of Information Transfer by Inductive Learning

Studia Logica 89 (2):237-256 (2008)
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Abstract

We study a simple game theoretic model of information transfer which we consider to be a baseline model for capturing strategic aspects of epistemological questions. In particular, we focus on the question whether simple learning rules lead to an efficient transfer of information. We find that reinforcement learning, which is based exclusively on payoff experiences, is inadequate to generate efficient networks of information transfer. Fictitious play, the game theoretic counterpart to Carnapian inductive logic and a more sophisticated kind of learning, suffices to produce efficiency in information transfer

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Author Profiles

Simon Huttegger
University of California, Irvine
Brian Skyrms
University of California, Irvine

References found in this work

Logical foundations of probability.Rudolf Carnap - 1950 - Chicago]: Chicago University of Chicago Press.
Knowledge in a social world.Alvin I. Goldman - 1991 - New York: Oxford University Press.
The continuum of inductive methods.Rudolf Carnap - 1952 - [Chicago]: University of Chicago Press.
The division of cognitive labor.Philip Kitcher - 1990 - Journal of Philosophy 87 (1):5-22.

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