The role of (bounded) optimization in theory testing and prediction: In response to: Suboptimality in perceptual decision making

Research output: Contribution to journalComment/debatepeer-review

Authors

Colleges, School and Institutes

External organisations

  • University of Michigan

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.

Details

Original languageEnglish
Article numbere232
Number of pages1
JournalBehavioral and Brain Sciences
Volume41
Publication statusE-pub ahead of print - 10 Jan 2019