A Novel Model for Arbitration between Planning and Habitual Control Systems

6 Dec 2017Farzaneh S. FardThomas P. Trappenberg

It is well established that humans decision making and instrumental control uses multiple systems, some which use habitual action selection and some which require deliberate planning. Deliberate planning systems use predictions of action-outcomes using an internal model of the agent's environment, while habitual action selection systems learn to automate by repeating previously rewarded actions... (read more)

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