{"product_id":"a-unifying-framework-for-formal-theories-of-novelty-discussions-guidelines-and-examples-for-artificial-intelligence-9783031330568","title":"A Unifying Framework for Formal Theories of Novelty: Discussions, Guidelines, and Examples for Artificial Intelligence","description":"\u003cp\u003e • Author(s): Terrance Boult\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Artificial Intelligence - Computer Vision \u0026amp; Pattern Recognit\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003eThis 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.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":45279319982231,"sku":"9783031330568","price":2938.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783031330568.webp?v=1769293266","url":"https:\/\/atlanticbooks.com\/products\/a-unifying-framework-for-formal-theories-of-novelty-discussions-guidelines-and-examples-for-artificial-intelligence-9783031330568","provider":"Atlantic Books","version":"1.0","type":"link"}