The Rational Use of Cognitive Resources

Falk Lieder

ISBN 10: 069125995X / ISBN 13: 9780691259956

Verlag: Princeton University Press, 2026

New Book. Shipped from UK. Established seller since 2000. Bestandsnummer des Verkäufers GB-9780691259956

Inhaltsangabe:

A new approach to understanding irrational behavior and modeling human cognition What does it mean to act rationally? Mathematicians, economists, and statisticians have argued that a rational actor chooses actions that maximize their expected utility. By this standard, people routinely behave irrationally—and psychologists have amassed long lists of cognitive biases and heuristics to explain why. This book suggests a different approach: resource-rational analysis. With finite time and brain power, it is often unrealistic to consider all the options or determine the exact expected utility of any one of them. By reframing questions of rational action in terms of how we should make the best use of our limited cognitive resources, the book offers a new take on fundamental questions at the heart of cognitive psychology, behavioral economics, and the design of artificial intelligence systems. The book presents a formal framework for applying resource-rational analysis to understand and improve human behavior, a set of tools developed by the authors to make this easier, and examples of how they have used this approach to revisit classic questions about human cognition, pose new ones, and enhance human rationality. The book will be a valuable resource for psychologists, economists, and philosophers as well as neuroscientists studying human brains and minds and computer scientists working to reproduce such systems in machines.

Über die Autorin bzw. den Autor: Falk Lieder is assistant professor of psychology at the University of California, Los Angeles. Frederick Callaway is assistant professor at Dartmouth College. Thomas L. Griffiths is professor of psychology and computer science at Princeton University and the coauthor of the books Algorithms to Live By and Bayesian Models of Cognition.

Bibliografische Details

Titel: The Rational Use of Cognitive Resources
Verlag: Princeton University Press
Erscheinungsdatum: 2026
Einband: HRD
Zustand: New