A History of Meta-gradient: Gradient Methods for Meta-learning

A History of Meta-gradient: Gradient Methods for Meta-learning

The history of meta-learning methods based on gradient descent is reviewed, focusing primarily on methods that adapt step-size (learning rate) meta-parameters.

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Bibliographische Detailangaben
1. Verfasser: Sutton, Richard S
Format: Artikel
Sprache:eng
Schlagworte:
Computer Science - Learning
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Zusammenfassung:The history of meta-learning methods based on gradient descent is reviewed, focusing primarily on methods that adapt step-size (learning rate) meta-parameters.
DOI:10.48550/arxiv.2202.09701