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Multiple Dopamine Signals and Their Contributions to Reinforcement Learning Masayuki Matsumoto 1 1Laboratory of Cognitive and Behavioral Neuroscience, Faculty of Medicine, University of Tsukuba Keyword: ドーパミンニューロン , 強化 , 報酬 , 顕著性 , dopamine neuron , reinforcement , reward , salience pp.1139-1147
Published Date 2016/10/1
DOI https://doi.org/10.11477/mf.1416200567
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Abstract

Midbrain dopamine neurons are activated by reward and sensory cue that predicts reward. Their responses resemble reward prediction error that indicates the discrepancy between obtained and expected reward values, which has been thought to play an important role as a teaching signal in reinforcement learning. Indeed, pharmacological blockade of dopamine transmission interferes with reinforcement learning. Recent studies reported, however, that not all dopamine neurons transmit the reward-related signal. They found that a subset of dopamine neurons transmits signals related to non-rewarding, salient experiences such as aversive stimulations and cognitively demanding events. How these signals contribute to animal behavior is not yet well understood. This article reviews recent findings on dopamine signals related to rewarding and non-rewarding experiences, and discusses their contributions to reinforcement learning.


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電子版ISSN 1344-8129 印刷版ISSN 1881-6096 医学書院

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