A Flexible Mechanism of Rule Selection Enables Rapid Feature-Based Reinforcement Learning

Learning in a new environment is influenced by prior learning and experience. Correctly applying a rule that maps a context to stimuli, actions, and outcomes enables faster learning and better outcomes compared to relying on strategies for learning that are ignorant of task structure. However, it is...

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Bibliographic Details
Main Authors: Balcarras, Matthew, Womelsdorf, Thilo
Format: Online
Language:English
Published: Frontiers Media S.A. 2016
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4811957/