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From Creatures of Habit to Goal-Directed Learners: Tracking the Developmental Emergence of Model-Based Reinforcement Learning

Theoretical models distinguish two decision-making strategies that have been formalized in reinforcement-learning theory. A model-based strategy leverages a cognitive model of potential actions and their consequences to make goal-directed choices, whereas a model-free strategy evaluates actions base...

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Detalhes bibliográficos
Publicado no:Psychol Sci
Main Authors: Decker, Johannes H., Otto, A. Ross, Daw, Nathaniel D., Hartley, Catherine A.
Formato: Artigo
Idioma:Inglês
Publicado em: SAGE Publications 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4899156/
https://ncbi.nlm.nih.gov/pubmed/27084852
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/0956797616639301
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