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The book explores lifelong learning and its role in enabling learners to tackle diverse tasks, fostering synergy between them. It highlights explanation-based neural network learning (EBNN), a machine learning algorithm designed to leverage domain knowledge from prior tasks to enhance generalization in new challenges. EBNN's approach allows for more accurate generalization with minimal data compared to other methods, showcasing its efficiency and effectiveness in the realm of machine learning.
Zakup książki
Explanation-Based Neural Network Learning, Sebastian Thrun
- Język
- Rok wydania
- 2011
- Oprawa
- (miękka)
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- Tytuł
- Explanation-Based Neural Network Learning
- Podtytuł
- A Lifelong Learning Approach
- Język
- angielski
- Autorzy
- Sebastian Thrun
- Wydawca
- Springer US
- Rok wydania
- 2011
- Oprawa
- miękka
- Liczba stron
- 284
- ISBN13
- 9781461285977
- Seria
- Ocena
- 3 z 5
- Opis
- The book explores lifelong learning and its role in enabling learners to tackle diverse tasks, fostering synergy between them. It highlights explanation-based neural network learning (EBNN), a machine learning algorithm designed to leverage domain knowledge from prior tasks to enhance generalization in new challenges. EBNN's approach allows for more accurate generalization with minimal data compared to other methods, showcasing its efficiency and effectiveness in the realm of machine learning.