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Bringing Up Turing's 'Child-Machine' (revised)

Sterrett, S. G. (2012) Bringing Up Turing's 'Child-Machine' (revised). [Preprint]

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Abstract. Turing wrote that the "guiding principle" of his investigation into the possibility of intelligent machinery was "The analogy [of machinery that might be made to show intelligent behavior] with the human brain." (Turing 1948) In his discussion of the investigations that Turing said were guided by this analogy, however, he employs a more far-reaching analogy: he eventually expands the analogy from the human brain out to "the human community as a whole." Along the way, he takes note of an obvious fact in the bigger scheme of things regarding human intelligence: grownups were once children; this leads him to imagine what a machine analogue of childhood might be. In this paper, I'll discuss Turing's child-machine, what he said about different ways of educating it, and what impact the "bringing up" of a child-machine has on its ability to behave in ways that might be taken for intelligent. I'll also discuss how some of the various games he suggested humans might play with machines are related to this approach.

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Item Type: Preprint
Sterrett, S.
Keywords: Machine Intelligence, Artificial Intelligence, Analogy, Reinforcement learning, intelligence, Turing, education, child-machine, Turing test, game show, imitation game, computer, computing machinery, universal machine
Subjects: Specific Sciences > Computation/Information > Classical
Specific Sciences > Cognitive Science
Specific Sciences > Computation/Information
General Issues > Formal Learning Theory
General Issues > History of Philosophy of Science
Specific Sciences > Psychology/Psychiatry
Depositing User: Dr Susan G. Sterrett
Date Deposited: 08 Apr 2012 14:19
Last Modified: 08 Apr 2012 14:19
Item ID: 9085

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