Reinforcement Learning With Parsimonious Computation and a Forgetting Process

Decision-making is assumed to be supported by model-free and model-based systems: the model-free system is based purely on experience, while the model-based system uses a cognitive map of the environment and is more accurate. The recently developed multistep decision-making task and its computationa...

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Bibliographic Details
Main Authors: Asako Toyama, Kentaro Katahira, Hideki Ohira
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-05-01
Series:Frontiers in Human Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fnhum.2019.00153/full