{"product_id":"explanation-based-neural-network-learning-a-lifelong-learning-approach-von-sebastian-thrun","title":"Explanation-Based Neural Network Learning","description":"\n                                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.  \n                \n                \u003cem\u003eExplanation-Based Neural Network Learning: A Lifelong Learning\u003c\/em\u003e\n                                  \n                \n                \u003cem\u003eApproach\u003c\/em\u003e\n                                 describes the basic EBNN paradigm and investigates it  in the context of supervised learning, reinforcement learning,  robotics, and chess. \n                \n                \u003cbr\u003e\n                                  \n                \n                \u003cstrong\u003e`\u003c\/strong\u003e\n                                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.\n                \n                \u003cstrong\u003e'\u003c\/strong\u003e\n                                 \n                \n                \u003cbr\u003e\n                                  From the Foreword by Tom M. Mitchell.\n            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9780792397168\"\u003e\u003ch3\u003eA Lifelong Learning Approach\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9781461285977\"\u003e\u003ch3\u003eA Lifelong Learning Approach\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Hardcover - 9780792397168","offer_id":51091297222,"sku":"9780792397168","price":160.49,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9781461285977","offer_id":39415647633501,"sku":"9781461285977","price":160.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/e4574339-894c-47fe-a658-fcceee1277bc.jpg?v=1766639727","url":"https:\/\/shop.autorenwelt.de\/products\/explanation-based-neural-network-learning-a-lifelong-learning-approach-von-sebastian-thrun","provider":"Autorenwelt Shop","version":"1.0","type":"link"}