Gläscher Jan, Hampton Alan N, O'Doherty John P
Division of Humanities and Social Sciences, California Institute of Technology, MC 114-96, 1200 E. California Boulevard, Pasadena, CA 91125, USA.
Cereb Cortex. 2009 Feb;19(2):483-95. doi: 10.1093/cercor/bhn098. Epub 2008 Jun 11.
Considerable evidence has emerged to implicate ventromedial prefrontal cortex in encoding expectations of future reward during value-based decision making. However, the nature of the learned associations upon which such representations depend is much less clear. Here, we aimed to determine whether expected reward representations in this region could be driven by action-outcome associations, rather than being dependent on the associative value assigned to particular discriminative stimuli. Subjects were scanned with functional magnetic resonance imaging while performing 2 variants of a simple reward-related decision task. In one version, subjects made choices between 2 different physical motor responses in the absence of discriminative stimuli, whereas in the other version, subjects chose between 2 different stimuli that were randomly assigned to different responses on a trial-by-trial basis. Using an extension of a reinforcement learning algorithm, we found activity in ventromedial prefrontal cortex tracked expected future reward during the action-based task as well as during the stimulus-based task, indicating that value representations in this region can be driven by action-outcome associations. These findings suggest that ventromedial prefrontal cortex may play a role in encoding the value of chosen actions irrespective of whether those actions denote physical motor responses or more abstract decision options.
大量证据表明,腹内侧前额叶皮层在基于价值的决策过程中参与对未来奖励的预期编码。然而,此类表征所依赖的习得关联的本质却远没有那么清晰。在此,我们旨在确定该区域的预期奖励表征是否可由动作-结果关联驱动,而非依赖于赋予特定辨别性刺激的关联价值。在受试者执行一个简单的与奖励相关的决策任务的两个变体时,用功能磁共振成像对他们进行扫描。在一个版本中,受试者在没有辨别性刺激的情况下在两种不同的身体运动反应之间做出选择;而在另一个版本中,受试者在两种不同的刺激之间进行选择,这些刺激在每次试验中被随机分配到不同的反应。通过强化学习算法的扩展,我们发现在基于动作的任务以及基于刺激的任务中,腹内侧前额叶皮层的活动跟踪了预期的未来奖励,这表明该区域的价值表征可由动作-结果关联驱动。这些发现表明,腹内侧前额叶皮层可能在对所选动作的价值进行编码中发挥作用,而不论这些动作是表示身体运动反应还是更抽象的决策选项。