perceptual learning is, literally, an integral part of value learning

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• Perceptual learning is literally an integral part of value learning, necessary to integrate out dependencies on inferred causes of sensory information.claim0.940
  Core unifying claim: perception and value-learning are unified through free energy minimization.
• Perceptual Learningconcept0.839
  Process of inferring causes of sensory information; unified with value learning as integral aspects of free energy minimization.
• Value Learningconcept0.787
  Field of research integrating reward learning and optimization; shown to be unified with perceptual learning via free energy principle.
• acting to optimize value and perception are two aspects of exactly the same principle; namely the minimisation of a quantity [free energy] that bounds the probability of sensory input, given a particular agent or phenotype.quote0.770
  Concise statement of the free-energy principle's unification of action and perception.
• value is simply the probability of sensory input expected by an agent.quote0.751
  Redefinition of value in probabilistic terms.
• Value is the probability of sensory input expected by an agentclaim0.748
  Redefines value in probabilistic terms, linking to surprise minimisation.
• Acting to optimize value and perception are two aspects of exactly the same principle: minimization of free energy.claim0.746
  Foundational claim unifying action and perception within single optimization framework.
• The evaluative process central to learning is identical to conscious experienceclaim0.745
  The central thesis of the paper: that valence just is goal-relative prediction error