Reinforcement learning on slow features of high-dimensional input streams.

Humans and animals are able to learn complex behaviors based on a massive stream of sensory information from different modalities. Early animal studies have identified learning mechanisms that are based on reward and punishment such that animals tend to avoid actions that lead to punishment whereas...

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Bibliographic Details
Main Authors: Robert Legenstein, Niko Wilbert, Laurenz Wiskott
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2010-08-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1000894
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