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Goal-directed decision making as probabilistic inference: a computational framework and potential neural correlates

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Recent work has given rise to the view that reward-based decision making is governed by two key controllers: a habit system, which stores stimulus-response associations shaped by past reward, and a goal-oriented system that selects actions based on their antic... ...