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Parametre
- 292 stránok
- 11 hodin čítania
Viac o knihe
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.
Nákup knihy
Explanation-Based Neural Network Learning, Sebastian Thrun
- Jazyk
- Rok vydania
- 1996
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- Podtitul
- A Lifelong Learning Approach
- Jazyk
- anglicky
- Autori
- Sebastian Thrun
- Vydavateľ
- Springer US
- Rok vydania
- 1996
- Väzba
- pevná
- Počet strán
- 292
- ISBN13
- 9780792397168
- Série
- Štítky
- Príroda
- Hodnotenie
- 3 z 5
- Anotácia
- 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.