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The Metaphysical Nature of the Non-Adequacy Claim: An Epistemological Analysis of the Debate on Probability in Artificial Intelligence

The Metaphysical Nature of the Non-Adequacy Claim: An Epistemological Analysis of the Debate on Probability in Artificial Intelligence

Hardcover

Series: Studies in Computational Intelligence, Book 464

PhilosophyTechnology & EngineeringGeneral Computers

ISBN10: 3642353584
ISBN13: 9783642353581
Publisher: Springer Nature
Published: Feb 2 2013
Pages: 146
Weight: 0.88
Height: 0.44 Width: 6.14 Depth: 9.21
Language: English

Over the last two decades, the field of artificial intelligence has experienced

a separation into two schools that hold opposite opinions on how uncertainty should be treated. This separation is the result of a debate that began at the end of the 1960's when AI first faced the problem of building machines required to make decisions and act in the real world. This debate witnessed the contraposition between the mainstream school, which relied on probability for handling uncertainty, and an alternative school, which criticized the adequacy of probability in AI applications and developed alternative formalisms.

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