An Intrinsic Value System for Developing Multiple Invariant Representations with Incremental Slowness Learning

An Intrinsic Value System for Developing Multiple Invariant Representations with Incremental Slowness Learning

Curiosity Driven Modular Incremental Slow Feature Analysis (CD-MISFA;~cite{cdmisfa}) is a recently introduced model of intrinsically-motivated invariance learning, which shows how curiosity enables the orderly formation of multiple stable sensory representations, through which the agent can simplify...

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Bibliographic Details
Main Authors: Matthew David Luciw, Varun Raj Kompella, Sohrob eKazerounian, Jürgen eSchmidhuber
Format: Article
Language:English
Published: Frontiers Media S.A. 2013-05-01
Series:Frontiers in Neurorobotics
Subjects:
Norepinephrine
Neuromodulation
exploration-exploitation
intrinsic motivation systems
Slow feature analysis
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnbot.2013.00009/full

Internet

http://journal.frontiersin.org/Journal/10.3389/fnbot.2013.00009/full

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