Lifelong learning addresses situations in which a learner faces a series of different learning tasks providing the opportunity for synergy among them. Explanation-based neural network learning (EBNN) is a machine learning algorithm that transfers knowledge across multiple learning tasks. When faced with a new learning task, EBNN exploits domain knowledge accumulated in previous learning tasks to guide generalization in the new one. As a result, EBNN generalizes more accurately from less data than comparable methods. ...
Read More
Lifelong learning addresses situations in which a learner faces a series of different learning tasks providing the opportunity for synergy among them. Explanation-based neural network learning (EBNN) is a machine learning algorithm that transfers knowledge across multiple learning tasks. When faced with a new learning task, EBNN exploits domain knowledge accumulated in previous learning tasks to guide generalization in the new one. As a result, EBNN generalizes more accurately from less data than comparable methods. Explanation-Based Neural Network Learning: A Lifelong Learning Approach describes the basic EBNN paradigm and investigates it in the context of supervised learning, reinforcement learning, robotics, and chess. ` The paradigm of lifelong learning - using earlier learned knowledge to improve subsequent learning - is a promising direction for a new generation of machine learning algorithms. Given the need for more accurate learning methods, it is difficult to imagine a future for machine learning that does not include this paradigm. ' From the Foreword by Tom M. Mitchell.
Read Less
Add this copy of Explanation-Based Neural Network Learning: A Lifelong to cart. $25.00, new condition, Sold by Scholars Attic rated 4.0 out of 5 stars, ships from Lake Barrington, IL, UNITED STATES, published 1996 by Springer.
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
New book (shrink wrapped NEW)! ! -No international shipping available. Sewn binding. Cloth over boards. 280 p. Contains: Illustrations. Kluwer International Series in Engineering & Computer Science, 357. Audience: General/trade.
Add this copy of Explanation-Based Neural Network Learning: a Lifelong to cart. $105.50, new condition, Sold by GridFreed rated 5.0 out of 5 stars, ships from San Diego, CA, UNITED STATES, published 1996 by Springer.
Add this copy of Explanation-Based Neural Network Learning to cart. $131.59, new condition, Sold by Educational Media Centre rated 4.0 out of 5 stars, ships from New Delhi, DELHI, INDIA, published 2011 by Springer.
Add this copy of Explanation-Based Neural Network Learning to cart. $131.59, new condition, Sold by Educational Media Centre rated 4.0 out of 5 stars, ships from New Delhi, DELHI, INDIA, published 1996 by Springer.
Add this copy of Explanation-Based Neural Network Learning to cart. $144.08, new condition, Sold by Basi6 International rated 5.0 out of 5 stars, ships from Irving, TX, UNITED STATES, published 2011 by Springer.
Add this copy of Explanation-Based Neural Network Learning to cart. $144.08, new condition, Sold by Basi6 International rated 5.0 out of 5 stars, ships from Irving, TX, UNITED STATES, published 1996 by Springer.
Add this copy of Explanation-Based Neural Network Learning: A Lifelong to cart. $168.52, new condition, Sold by GreatBookPricesUK5 rated 5.0 out of 5 stars, ships from Castle Donington, DERBYSHIRE, UNITED KINGDOM, published 1996 by Springer.
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
New. Sewn binding. Cloth over boards. 264 p. Contains: Unspecified. The Springer International Engineering and Computer Science, 357. In Stock. 100% Money Back Guarantee. Brand New, Perfect Condition, allow 4-14 business days for standard shipping. To Alaska, Hawaii, U.S. protectorate, P.O. box, and APO/FPO addresses allow 4-28 business days for Standard shipping. No expedited shipping. All orders placed with expedited shipping will be cancelled. Over 3, 000, 000 happy customers.
