Intelligence without reason

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Intelligence without reason (1991)

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by Rodney A. Brooks

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929 - 10 self

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@MISC{Brooks91intelligencewithout,
    author = {Rodney A. Brooks},
    title = {Intelligence without reason},
    year = {1991}
}

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Abstract

Computers and Thought are the two categories that together define Artificial Intelligence as a discipline. It is generally accepted that work in Artificial Intelligence over the last thirty years has had a strong influence on aspects of computer architectures. In this paper we also make the converse claim; that the state of computer architecture has been a strong influence on our models of thought. The Von Neumann model of computation has lead Artificial Intelligence in particular directions. Intelligence in biological systems is completely different. Recent work in behavior-based Artificial Intelligence has produced new models of intelligence that are much closer in spirit to biological systems. The non-Von Neumann computational models they use share many characteristics with biological computation.

Keyphrases

artificial intelligence computer architecture biological system strong influence last thirty year converse claim particular direction biological computation von neumann model behavior-based artificial intelligence new model non-von neumann computational model share many characteristic recent work

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