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Bayesian model learning Concept and motivation

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Does human performance follow the Bayesian ... 2. keep it simple' Automatic Occam's Razor. Bayesian model learner. Associative learner ... – PowerPoint PPT presentation

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Title: Bayesian model learning Concept and motivation


1
Bayesian model learningConcept and motivation
  • Concept learning is the process by which an agent
    discovers concepts underlying its perceptions.
  • We argue that
  • concept learning latent variable discovery
  • FRAMEWORK Bayesian model learning

QUESTIONS
2
Bayesian model learning Bayesian model learning
associative learning
3
Bayesian model learningOrbán et al. 2008 PNAS
  • Human learning can not be charcterized by an
    associative
  • learner
  • Humans perform similarly to a Bayesian learner
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