What is a unified theory of cognition?
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For a full account, see Unified Theories of Cognition by Newell
(PSY BH:N 044). book. Many of these points, as I said, are foreshadowed
in the 20 questions paper. I find the book's style somewhat
rambling: it's a lot easier to read a précis in Behavioural and
Brain Sciences volume 15 page 425. This is followed by replies from
Newell's critics.
According to Newell, a UTC is a single set of mechanisms that account
for all of cognition (using the term broadly to include perception and
motor control). For example, memory, problem solving, dreaming. Some of
the things a UTC must explain are:
- How intelligent organisms respond flexibly to the environment.
- How they exhibit goal-directed behaviour and choose goals
rationally (and in response to interrupts: see previous point).
- How they use symbols.
- How they learn from experience.
Why should psychologists want a UTC?
- The mind is a single system.
- The cognitive models we can devise are vastly underdetermined by
experimental data: we need to add extra constraints. (I think what's
meant by constraints here are the assumptions behind Soar's functional
architecture.)
- If we have a UTC, then we can apply theoretical constructs to a
much wider range of phenomena.
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Jocelyn Ireson-Paine
Wed Feb 14 23:45:33 GMT 1996