Verlag: Wiley-IEEE Press (edition 1), 2012
ISBN 10: 047091999X ISBN 13: 9780470919996
Sprache: Englisch
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Verlag: John Wiley & Sons Inc, New York, 2012
ISBN 10: 047091999X ISBN 13: 9780470919996
Sprache: Englisch
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In den WarenkorbHardcover. Zustand: new. Hardcover. Reinforcement and Systemic Machine Learning for Decision Making There are always difficulties in making machines that learn from experience. Complete information is not always availableor 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 paradigmcreating new learning applications and, ultimately, more intelligent machines. The 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. Chapters include: Introduction to Reinforcement and Systemic Machine LearningFundamentals of Whole-System, Systemic, and Multiperspective Machine LearningSystemic Machine Learning and ModelInference and Information IntegrationAdaptive LearningIncremental Learning and Knowledge RepresentationKnowledge Augmentation: A Machine Learning PerspectiveBuilding 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. * Authors have both industrial and academic experiences * Case studies are included reflecting author's industrial experiences * Downloadable tutorials are available . Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.
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In den WarenkorbZustand: New. * Authors have both industrial and academic experiences * Case studies are included reflecting author's industrial experiences * Downloadable tutorials are available . Series: IEEE Press Series on Systems Science and Engineering. Num Pages: 312 pages, Illustrations. BIC Classification: UYQM. Category: (P) Professional & Vocational. Dimension: 242 x 164 x 22. Weight in Grams: 582. . 2012. 1st Edition. Hardcover. . . . .
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In den WarenkorbHardcover. Zustand: Brand New. 1st edition. 312 pages. 9.21x6.14x0.87 inches. In Stock.
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In den WarenkorbZustand: New. * Authors have both industrial and academic experiences * Case studies are included reflecting author's industrial experiences * Downloadable tutorials are available . Series: IEEE Press Series on Systems Science and Engineering. Num Pages: 312 pages, Illustrations. BIC Classification: UYQM. Category: (P) Professional & Vocational. Dimension: 242 x 164 x 22. Weight in Grams: 582. . 2012. 1st Edition. Hardcover. . . . . Books ship from the US and Ireland.
Verlag: John Wiley & Sons Inc, New York, 2012
ISBN 10: 047091999X ISBN 13: 9780470919996
Sprache: Englisch
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In den WarenkorbHardcover. Zustand: new. Hardcover. Reinforcement and Systemic Machine Learning for Decision Making There are always difficulties in making machines that learn from experience. Complete information is not always availableor 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 paradigmcreating new learning applications and, ultimately, more intelligent machines. The 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. Chapters include: Introduction to Reinforcement and Systemic Machine LearningFundamentals of Whole-System, Systemic, and Multiperspective Machine LearningSystemic Machine Learning and ModelInference and Information IntegrationAdaptive LearningIncremental Learning and Knowledge RepresentationKnowledge Augmentation: A Machine Learning PerspectiveBuilding 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. * Authors have both industrial and academic experiences * Case studies are included reflecting author's industrial experiences * Downloadable tutorials are available . Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
Verlag: John Wiley & Sons Inc, New York, 2012
ISBN 10: 047091999X ISBN 13: 9780470919996
Sprache: Englisch
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In den WarenkorbHardcover. Zustand: new. Hardcover. Reinforcement and Systemic Machine Learning for Decision Making There are always difficulties in making machines that learn from experience. Complete information is not always availableor 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 paradigmcreating new learning applications and, ultimately, more intelligent machines. The 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. Chapters include: Introduction to Reinforcement and Systemic Machine LearningFundamentals of Whole-System, Systemic, and Multiperspective Machine LearningSystemic Machine Learning and ModelInference and Information IntegrationAdaptive LearningIncremental Learning and Knowledge RepresentationKnowledge Augmentation: A Machine Learning PerspectiveBuilding 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. * Authors have both industrial and academic experiences * Case studies are included reflecting author's industrial experiences * Downloadable tutorials are available . Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.
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In den WarenkorbHardback. Zustand: New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days 608.
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In den WarenkorbHardcover. Zustand: Brand New. 1st edition. 312 pages. 9.21x6.14x0.87 inches. In Stock. This item is printed on demand.