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Resource-rational analysis: Understanding human cognition as the optimal use of limited computational resources
Falk Lieder,
Thomas L. Griffiths
Psychology
Center for Statistics & Machine Learning
Computer Science
Princeton Language and Intelligence (PLI)
Research output
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Contribution to journal
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Article
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peer-review
388
Scopus citations
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Keyphrases
Human Cognition
100%
Rational Analysis
100%
Limited Computational Resources
100%
Neuroscience
66%
Cognitive Constraints
66%
Rational Model
66%
Reverse Engineering
33%
Cognitive Psychology
33%
Neural Representation
33%
Psychological Theory
33%
Artificial Intelligence
33%
Human Mind
33%
Adaptation
33%
Cognitive Skills
33%
Limited Resources
33%
Modeling Paradigms
33%
Computational Framework
33%
Rational Use
33%
Irrationality
33%
Unifying Principles
33%
Cognitive Mechanisms
33%
Hypothesis Space
33%
Human Rationality
33%
Cognitive Representation
33%
Cognitive Modeling
33%
Optimality Principle
33%
Economic Psychology
33%
Cognitive Architecture
33%
Rationality Principle
33%
Diverse Approaches
33%
Neuroscience
Neurobiology
100%
Psychology
Artificial Intelligence
50%