Opponent interactions between serotonin and dopamine

被引:571
作者
Daw, ND
Kakade, S
Dayan, P
机构
[1] Carnegie Mellon Univ, Dept Comp Sci, Sch Comp Sci, Pittsburgh, PA 15213 USA
[2] Carnegie Mellon Univ, Ctr Neural Basis Cognit, Sch Comp Sci, Pittsburgh, PA 15213 USA
[3] UCL, Gatsby Computat Neurosci Unit, London, England
基金
美国国家科学基金会;
关键词
serotonin; dopamine; opponency; reinforcement learning; punishment; reward; Solomon-Corbit; aversion;
D O I
10.1016/S0893-6080(02)00052-7
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Anatomical and pharmacological evidence suggests that the dorsal raphe serotonin system and the ventral tegmental and substantia nigra dopamine system may act as mutual opponents. In the light of the temporal difference model of the involvement of the dopamine system in reward learning, we consider three aspects of motivational opponency involving dopamine and serotonin. We suggest that a tonic serotonergic signal reports the long-run average reward rate as part of an average-case reinforcement learning model; that a tonic dopaminergic signal reports the long-run average punishment rate in a similar context; and finally speculate that a phasic serotonin signal might report an ongoing prediction error for future punishment. (C) 2002 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:603 / 616
页数:14
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