Reinforcement and Systemic Machine Learning for Decision Making



Bookstore > Books > Reinforcement and Systemic Machine Learning for Decision Making

Price$76.50 - $124.40
Rating
AuthorParag Kulkarni
PublisherWiley
Published2012
Pages312
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-10047091999X
ISBN-139780470919996
EBook Hardcover Paperback

There 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.





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