错误相关否定性
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强化学习
心理学
神经科学
扣带皮质
计算机科学
钢筋
均方预测误差
负效应
认知心理学
人工智能
认知
机器学习
中枢神经系统
社会心理学
作者
Clay B. Holroyd,Michael Coles
出处
期刊:Psychological Review
[American Psychological Association]
日期:2002-10-01
卷期号:109 (4): 679-709
被引量:3678
标识
DOI:10.1037/0033-295x.109.4.679
摘要
The authors present a unified account of 2 neural systems concerned with the development and expression of adaptive behaviors: a mesencephalic dopamine system for reinforcement learning and a "generic" error-processing system associated with the anterior cingulate cortex.The existence of the error-processing system has been inferred from the error-related negativity (ERN), a component of the event-related brain potential elicited when human participants commit errors in reaction-time tasks.The authors propose that the ERN is generated when a negative reinforcement learning signal is conveyed to the anterior cingulate cortex via the mesencephalic dopamine system and that this signal is used by the anterior cingulate cortex to modify performance on the task at hand.They provide support for this proposal using both computational modeling and psychophysiological experimentation.
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