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5 - Artificial Intelligence

from Part II - Complementary Topics and Discussions

Published online by Cambridge University Press:  28 October 2021

Ruben Mercado
Ruben Mercado
Affiliation:
Latin American Faculty of Social Sciences
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Summary

Chapter 5 presents the subject matter of artificial intelligence, focusing on machine learning, where these machines are artificial agents. It presents simple examples of unsupervised learning, supervised learning, and reinforcement learning, and introduces notions of dynamic programming, Q-learning, and stochastic control. After that, it explores some links that can be established between artificial intelligence and the philosophy of mind, presenting and discussing the Turing test, the philosophical approaches of eliminativism and functionalism, and the problem of tacit knowledge.

Keywords

artificial intelligencemachine learningsupervised learningunsupervised learningreinforcement learningdynamic programmingQ-learningstochastic controlTuring testphilosophy of mind
Type
Chapter
Information
Artificial Economics
Methods, Models, and Interdisciplinary Links
 , pp. 73 - 92
Publisher: Cambridge University Press
Print publication year: 2021

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