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Simple Plans or Sophisticated Habits? State, Transition and Learning Interactions in the Two-step Task

2015-06-24

Abstract excerpt

The recently developed ‘two-step’ behavioural task promises to differentiate model-based or goal-directed from model-free or habitual reinforcement learning, while generating neurophysiologically-friendly decision datasets with parametric variation of decision variables. These desirable features have prompted widespread adoption of the task. However, the signatures of model-based control can be elusive – here, we...

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Literature Corpus work
86052fba-e3d9-552d-be9e-c24124f0b281
DOI
10.1101/021428
Open publication

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Simple Plans or Sophisticated Habits? State, Transition and Learning Interactions in the Two-step TaskDOI 10.1101/021428
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