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Rational approximations to rational models: Alternative algorithms for category learning.

Rational approximations to rational models: Alternative algorithms for category learning.

Rational models of cognition typically consider the abstract computational problems posed by the environment, assuming that people are capable of optimally solving those problems.This differs from more traditional formal models of cognition, which focus on the psychological processes responsible for behavior.A basic challenge for rational models is thus explaining how …