显著性(神经科学)
心理学
多巴胺
刺激(心理学)
均方预测误差
时差学习
强化学习
认知心理学
感知
神经科学
奖励制度
贴现
计算机科学
机器学习
财务
经济
标识
DOI:10.1016/j.conb.2012.11.012
摘要
Recent work has advanced our knowledge of phasic dopamine reward prediction error signals. The error signal is bidirectional, reflects well the higher order prediction error described by temporal difference learning models, is compatible with model-free and model-based reinforcement learning, reports the subjective rather than physical reward value during temporal discounting and reflects subjective stimulus perception rather than physical stimulus aspects. Dopamine activations are primarily driven by reward, and to some extent risk, whereas punishment and salience have only limited activating effects when appropriate controls are respected. The signal is homogeneous in terms of time course but heterogeneous in many other aspects. It is essential for synaptic plasticity and a range of behavioural learning situations.
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