{"product_id":"reinforcement-and-systemic-machine-learning-for-decision-making","title":"Reinforcement and Systemic Machine Learning for Decision Making","description":"\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\n\u003cli\u003eIntroduction to Reinforcement and Systemic Machine Learning\u003c\/li\u003e\n\u003cli\u003eFundamentals of Whole-System, Systemic, and Multiperspective Machine Learning\u003c\/li\u003e\n\u003cli\u003eSystemic Machine Learning and Model\u003c\/li\u003e\n\u003cli\u003eInference and Information Integration\u003c\/li\u003e\n\u003cli\u003eAdaptive Learning\u003c\/li\u003e\n\u003cli\u003eIncremental Learning and Knowledge Representation\u003c\/li\u003e\n\u003cli\u003eKnowledge Augmentation: A Machine Learning Perspective\u003c\/li\u003e\n\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\n\u003c\/ul\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":54231819419992,"sku":"9780470919996","price":122.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9780470919996.jpg?v=1780025444","url":"https:\/\/agendabookshop.com\/products\/reinforcement-and-systemic-machine-learning-for-decision-making","provider":"Agenda Bookshop","version":"1.0","type":"link"}