The Theory of Artificial Intelligence - Approaches

Approaches

There is no established unifying theory or paradigm that guides AI research. Researchers disagree about many issues. A few of the most long standing questions that have remained unanswered are these: should artificial intelligence simulate natural intelligence by studying psychology or neurology? Or is human biology as irrelevant to AI research as bird biology is to aeronautical engineering? Can intelligent behavior be described using simple, elegant principles (such as logic or optimization)? Or does it necessarily require solving a large number of completely unrelated problems? Can intelligence be reproduced using high-level symbols, similar to words and ideas? Or does it require "sub-symbolic" processing? John Haugeland, who coined the term GOFAI (Good Old-Fashioned Artificial Intelligence), also proposed that AI should more properly be referred to as synthetic intelligence, a term which has since been adopted by some non-GOFAI researchers.

Read more about this topic:  The Theory Of Artificial Intelligence

Famous quotes containing the word approaches:

    No one ever approaches perfection except by stealth, and unknown to themselves.
    William Hazlitt (1778–1830)

    Bloody men are like bloody buses—
    You wait for about a year
    And as soon as one approaches your stop
    Two or three others appear.
    Wendy Cope (b. 1945)

    The closer a man approaches tragedy the more intense is his concentration of emotion upon the fixed point of his commitment, which is to say the closer he approaches what in life we call fanaticism.
    Arthur Miller (b. 1915)