{"product_id":"9780470919996","title":"Reinforcement and Systemic Machine Learning for Decision Making","description":"\u003ch3\u003eIEEE Press Series on Systems Science and Engineering\u003c\/h3\u003e\u003ch1\u003eReinforcement and Systemic Machine Learning for Decision Making\u003c\/h1\u003e\u003ch3\u003eParag Kulkarni\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eTechnology \u0026amp; Engineering \/ Electronics \/ General\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cb\u003eReinforcement and Systemic Machine Learning for Decision Making\u003c\/b\u003e  \u003cp\u003eThere are always difficulties in making machines that learn from experience. Complete information is not always available—or it becomes available in bits and pieces over a period of time. With respect to systemic learning, there is a need to understand the impact of decisions and actions on a system over that period of time. This book takes a holistic approach to addressing that need and presents a new paradigm—creating new learning applications and, ultimately, more intelligent machines.\u003c\/p\u003e \u003cp\u003eThe first book of its kind in this new and growing field, Reinforcement and Systemic Machine Learning for Decision Making focuses on the specialized research area of machine learning and systemic machine learning. It addresses reinforcement learning and its applications, incremental machine learning, repetitive failure-correction mechanisms, and multiperspective decision making.\u003c\/p\u003e \u003cp\u003eChapters include:\u003c\/p\u003e \u003cul\u003e \u003cli\u003eIntroduction to Reinforcement and Systemic Machine Learning\u003c\/li\u003e \u003cli\u003eFundamentals of Whole-System, Systemic, and Multiperspective Machine Learning\u003c\/li\u003e \u003cli\u003eSystemic Machine Learning and Model\u003c\/li\u003e \u003cli\u003eInference and Information Integration\u003c\/li\u003e \u003cli\u003eAdaptive Learning\u003c\/li\u003e \u003cli\u003eIncremental Learning and Knowledge Representation\u003c\/li\u003e \u003cli\u003eKnowledge Augmentation: A Machine Learning Perspective\u003c\/li\u003e \u003cli\u003eBuilding a Learning System With the potential of this paradigm to become one of the more utilized in its field, professionals in the area of machine and systemic learning will find this book to be a valuable resource.\u003c\/li\u003e \u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e \u003cb\u003eParag Kulkarni\u003c\/b\u003e, PhD, DSc, is the founder and Chief Scientist of EKLat Research where he has empowered businesses through machine learning, knowledge management, and systemic management. He has been working within the IT industry for over twenty years. The recipient of several awards, Dr. Kulkarni is a pioneer in the field. His areas of research and product development include M-maps, intelligent systems, text mining, image processing, decision systems, forecasting, IT strategy, artificial intelligence, and machine learning. Dr. Kulkarni has over 100 research publications including several books.\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e14 August 2012\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eWiley-IEEE Press\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9780470919996\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePage Count: \u003c\/td\u003e\n\u003ctd\u003e320\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eWeight (oz): \u003c\/td\u003e\n\u003ctd\u003e19.84\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":44380014739596,"sku":"9780470919996","price":132.26,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9780470919996_68492307-d044-4682-bdfa-96ffe5573d3f.jpg?v=1780171048","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9780470919996","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}