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Dopamine enhances model-based over model-free choice behavior.

Wunderlich, K and Smittenaar, P and Dolan, RJ (2012) Dopamine enhances model-based over model-free choice behavior. Neuron , 75 (3) 418 - 424. 10.1016/j.neuron.2012.03.042.

An open access publication

Abstract

Decision making is often considered to arise out of contributions from a model-free habitual system and a model-based goal-directed system. Here, we investigated the effect of a dopamine manipulation on the degree to which either system contributes to instrumental behavior in a two-stage Markov decision task, which has been shown to discriminate model-free from model-based control. We found increased dopamine levels promote model-based over model-free choice.

Type:Article
Title:Dopamine enhances model-based over model-free choice behavior.
Location:United States
Open access status:An open access publication
DOI:10.1016/j.neuron.2012.03.042
Language:English
Additional information:PMCID: PMC3417237
Keywords:Benserazide, Brain, Choice Behavior, Dopamine, Dopamine Agents, Double-Blind Method, Humans, Male, Markov Chains, Models, Neurological, Models, Theoretical, Young Adult
UCL classification:UCL > School of Life and Medical Sciences > Faculty of Brain Sciences > Institute of Neurology > Imaging Neuroscience

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