When Does Model-Based Control Pay Off?

Many accounts of decision making and reinforcement learning posit the existence of two distinct systems that control choice: a fast, automatic system and a slow, deliberative system. Recent research formalizes this distinction by mapping these systems to "model-free" and "model-based&...

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Bibliographic Details
Main Authors: Wouter Kool, Fiery A Cushman, Samuel J Gershman
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2016-08-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC5001643?pdf=render