The effects of task difficulty, novelty and the size of the search space on intrinsically motivated exploration

Devising efficient strategies for exploration in large open-ended spaces is one of the most difficult computational problems of intelligent organisms. Because the available rewards are ambiguous or unknown during the exploratory phase, subjects must act in intrinsically motivated fashion. However, a...

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Bibliographic Details
Main Authors: Adrien Fredj Baranes, Pierre-Yves eOudeyer, Jacqueline eGottlieb
Format: Article
Language:English
Published: Frontiers Media S.A. 2014-10-01
Series:Frontiers in Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnins.2014.00317/full