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Reinforcement and Systemic Machine Learning for Decision Making (IEEE Press Series on Systems Science and Engineering)
Reinforcement and Systemic Machine Learning for Decision MakingThere 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...
Reinforcement and Systemic Machine Learning for Decision MakingThere 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.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.
What's Bonus Time?
Normally, new semester rental orders are exactly 125 days.
With “Bonus Time” you can order early and get a FREE extension until 5/20*.
It’s our little way of rewarding you early renters for planning ahead.
But do hurry. The “Bonus Time” offer runs out on 1/9 (11pm PST).
* It can take up to 24 hours for the extension to appear in your account after you receive your textbooks.
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