2008
DOI: 10.1038/nn2066
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Choice, uncertainty and value in prefrontal and cingulate cortex

Abstract: Reinforcement learning models that focus on the striatum and dopamine can predict the choices of animals and people. Representations of reward expectation and of reward prediction errors that are pertinent to decision making, however, are not confined to these regions but are also found in prefrontal and cingulate cortex. Moreover, decisions are not guided solely by the magnitude of the reward that is expected. Uncertainty in the estimate of the reward expectation, the value of information that might be gained… Show more

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Cited by 756 publications
(658 citation statements)
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“…The portion of the VMPFC identified in this study has been consistently linked to the processing of the value of rewards for ourselves and also others (Rushworth & Behrens, 2008; Smith, Clithero, Boltuck, & Huettel, 2014). Both neurophysiological recordings in monkeys and neuroimaging studies in humans show that neurons in this region predict the value of rewards that we – and others – will receive (Apps et al., 2016; Garvert, Moutoussis, Kurth‐Nelson, Behrens, & Dolan, 2015; Hill, Boorman, & Fried, 2016; Nicolle et al., 2012).…”
Section: Discussionsupporting
confidence: 55%
“…The portion of the VMPFC identified in this study has been consistently linked to the processing of the value of rewards for ourselves and also others (Rushworth & Behrens, 2008; Smith, Clithero, Boltuck, & Huettel, 2014). Both neurophysiological recordings in monkeys and neuroimaging studies in humans show that neurons in this region predict the value of rewards that we – and others – will receive (Apps et al., 2016; Garvert, Moutoussis, Kurth‐Nelson, Behrens, & Dolan, 2015; Hill, Boorman, & Fried, 2016; Nicolle et al., 2012).…”
Section: Discussionsupporting
confidence: 55%
“…IC3 included two medial prefrontal regions: frontopolar and dorsal regions anterior to the presupplementary motor area. These regions have been related to higher cognitive function such as metacognition, recognition of error, conflict and decision, all of which may have occurred in the experiment but with no detectable task‐related change in the present setting (Rushworth and Behrens 2008; Tsujimoto et al. 2010; Desmet et al.…”
Section: Resultsmentioning
confidence: 96%
“…This common-sense assumption is supported by the fact that habits (also habits of thought), as an example for solid associations, are particularly difficult to unlearn (see Graybiel, 2008 for a review). Moreover it has been established that stable environments, which by inference allow shaping solid models, are signified by a slow learning rate (Rushworth & Behrens, 2008). However, as the neural correlates of an influence of solidity on adaptation have not been investigated so far, the study was explorative concerning the existence and location of the interaction's neural correlates.…”
Section: Functional Neuroanatomymentioning
confidence: 99%