{"product_id":"a-unifying-framework-for-formal-theories-of-novelty-von-undefined","title":"A Unifying Framework for Formal Theories of Novelty","description":"This book presents the first unified formalization for defining novelty across the span of machine learning, symbolic-reasoning, and control and planning-based systems.  Dealing with novelty, things not previously seen by a system, is a critical issue for building vision-systems and general intelligent systems.  The book presents examples of using this framework to define and evaluate in multiple domains including  image recognition image-based open world learning,  hand-writing and author analysis,  CartPole Control,  Image Captioning, and Monopoly.  Chapters are written by well-known contributors to this new and emerging field.  In addition, examples are provided from multiple areas, such as machine-learning based control problems, symbolic reasoning, and multi-player games.  \u003cbr\u003e\n                \u003cbr\u003e\n                \u003cbr\u003e\n                \u003cbr\u003e \u003cp\u003e\u003c\/p\u003e                \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783031330568\"\u003e\u003ch3\u003eDiscussions, Guidelines, and Examples for Artificial Intelligence\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783031330537\"\u003e\u003ch3\u003eDiscussions, Guidelines, and Examples for Artificial Intelligence\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783031330568","offer_id":49868021432645,"sku":"9783031330568","price":42.79,"currency_code":"EUR","in_stock":true},{"title":"Hardcover - 9783031330537","offer_id":46951064273221,"sku":"9783031330537","price":42.79,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/d137c352-427a-446c-8c6f-19dbf5aa8920.jpg?v=1775104888","url":"https:\/\/shop.autorenwelt.de\/products\/a-unifying-framework-for-formal-theories-of-novelty-von-undefined","provider":"Autorenwelt Shop","version":"1.0","type":"link"}