No CrossRef data available.
Article contents
Uncovering cognitive constraints is the bottleneck in resource-rational analysis
Published online by Cambridge University Press: 11 March 2020
Abstract
A major constraint in resource-rational analysis is cognitive resources. Yet, uncovering the nature of individual components of the human mind has progressed slowly, because even the simplest behavior is a function of most (if not all) of the mind. Accelerating our understanding of the mind's structure requires more efforts in developing cognitive architectures.
- Type
- Open Peer Commentary
- Information
- Copyright
- Copyright © Cambridge University Press 2020
Target article
Resource-rational analysis: Understanding human cognition as the optimal use of limited computational resources
Related commentaries (25)
Another claim for cognitive history
Beginning with biology: “Aspects of cognition” exist in the service of the brain's overall function as a resource-regulator
Can resources save rationality? “Anti-Bayesian” updating in cognition and perception
Cognitively bounded rational analyses and the crucial role of theories of subjective utility
Computational limits don't fully explain human cognitive limitations
Generalization of the resource-rationality principle to neural control of goal-directed movements
Heuristics and the naturalistic fallacy
Holistic resource-rational analysis
Multiple conceptions of resource rationality
Opportunities and challenges integrating resource-rational analysis with developmental perspectives
Opportunities for emotion and mental health research in the resource-rationality framework
Optimal, resource-rational or sub-optimal? Insights from cognitive development
Representing utility and deploying the body
Resource-rational analysis versus resource-rational humans
Resource-rationality and dynamic coupling of brains and social environments
Resource-rationality as a normative standard of human rationality
Resource-rationality beyond individual minds: the case of interactive language use
Sampling as a resource-rational constraint
The biology of emotion is missing
The evolutionary foundations of resource-rational analysis
The importance of constraints on constraints
Towards a quantum-like cognitive architecture for decision-making
Uncovering cognitive constraints is the bottleneck in resource-rational analysis
What are the appropriate axioms of rationality for reasoning under uncertainty with resource-constrained systems?
What is the purpose of cognition?
Author response
Advancing rational analysis to the algorithmic level