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PMID: 11452299 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't

Dopamine responses comply with basic assumptions of formal learning theory.

Nature ·Vol. 412 ·No. 6842 ·2001-07-05 ·Pages 43-8

Waelti P, Dickinson A, Schultz W

Abstract

According to contemporary learning theories, the discrepancy, or error, between the actual and predicted reward determines whether learning occurs when a stimulus is paired with a reward. The role of prediction errors is directly demonstrated by the observation that learning is blocked when the stimulus is paired with a fully predicted reward. By using this blocking procedure, we show that the responses of dopamine neurons to conditioned stimuli was governed differentially by the occurrence of reward prediction errors rather than stimulus-reward associations alone, as was the learning of behavioural reactions. Both behavioural and neuronal learning occurred predominantly when dopamine neurons registered a reward prediction error at the time of the reward. Our data indicate that the use of analytical tests derived from formal behavioural learning theory provides a powerful approach for studying the role of single neurons in learning.

MeSH Terms
Animals Conditioning, Classical Dopamine/physiology Learning/physiology Macaca fascicularis Male Models, Neurological Neurons/physiology Photic Stimulation Psychological Theory Reward
Chemicals
Dopamine
Authors & Affiliations
3 authors, click to expand affiliations / ORCID
Waelti P
Institute of Physiology and Programme in Neuroscience, University of Fribourg, CH-1700 Fribourg, Switzerland.
Dickinson A
Schultz W
Article Info
Journal
Nature
Abbr.
Nature
ISSN
0028-0836
Published
2001-07-05
Pages
43-8
Language
English
Region
England
NLM ID
0410462
Subset
IM
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