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The role of (bounded) optimization in theory testing and prediction
Andrew Howes1, Richard L Lewis2
1School of Computer Science,University of Birmingham,Edgbaston,Birmingham B15 3TT,United Kingdom.HowesA@bham.ac.ukhttps://www.cs.bham.ac.uk/~howesa/.
Abstract:
We argue that a radically increased emphasis on (bounded) optimality can contribute to cognitive science by supporting prediction. Bounded optimality (computational rationality), an idea that borrowed from artificial intelligence, supports a priori behavioral prediction from constrained generative models of cognition. Bounded optimality thereby addresses serious failings with the logic and testing of descriptive models of perception and action.
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