Dopamine responses comply with basic assumptions of formal learning theory

Citation
P. Waelti et al., Dopamine responses comply with basic assumptions of formal learning theory, NATURE, 412(6842), 2001, pp. 43-48
Citations number
50
Categorie Soggetti
Multidisciplinary,Multidisciplinary,Multidisciplinary
Journal title
NATURE
ISSN journal
00280836 → ACNP
Volume
412
Issue
6842
Year of publication
2001
Pages
43 - 48
Database
ISI
SICI code
0028-0836(20010705)412:6842<43:DRCWBA>2.0.ZU;2-D
Abstract
According to contemporary learning theories, the discrepancy, or error, bet ween the actual and predicted reward determines whether learning occurs whe n a stimulus is paired with a reward. The role of prediction errors is dire ctly demonstrated by the observation that learning is blocked when the stim ulus is paired with a fully predicted reward. By using this blocking proced ure, we show that the responses of dopamine neurons to conditioned stimuli was governed differentially by the occurrence of reward prediction errors r ather than stimulus-reward associations alone, as was the learning of behav ioural reactions. Both behavioural and neuronal learning occurred predomina ntly 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 st udying the role of single neurons in learning.