Explanation-Based Neural Network Learning

A Lifelong Learning Approach

Autori

• Sebastian Thrun

Parametri

Pagine

292pagine

Tempo di lettura

11ore

• Natura
• Natura, animali

Maggiori informazioni sul libro

Focusing on lifelong learning, the book explores how learners encounter diverse tasks that create synergy among their experiences. It introduces explanation-based neural network learning (EBNN), a machine learning algorithm designed to leverage knowledge from previous tasks to enhance generalization in new ones. By utilizing accumulated domain knowledge, EBNN achieves more accurate generalization with less data compared to other methods, making it a powerful tool in machine learning.

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Lingua: Inglese

Pubblicato: 1996

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