Rational Use of Cognitive Resources

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A01=Falk Lieder
A01=Frederick Callaway
A01=Thomas L. Griffiths
Author_Falk Lieder
Author_Frederick Callaway
Author_Thomas L. Griffiths
Category=JMR
Category=PSAN5
Category=UYZ
cognitive science
computational rationality
decision problems
decision strategies
decision-making
eq_bestseller
eq_computing
eq_isMigrated=1
eq_isMigrated=2
eq_new_release
eq_nobargain
eq_non-fiction
eq_science
eq_society-politics
heuristics and biases
human behavior
human irrationality
improving decisions
nudging
rational analysis
rational choice
rational inattention
rationality
resource-rational analysis
resource-rational models

Product details

  • ISBN 9780691259956
  • Dimensions: 156 x 235mm
  • Publication Date: 17 Feb 2026
  • Publisher: Princeton University Press
  • Publication City/Country: US
  • Product Form: Hardback
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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.

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.

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