Description

Reinforcement and Systemic Machine Learning for Decision Making

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.

Chapters include:

  • Introduction to Reinforcement and Systemic Machine Learning
  • Fundamentals of Whole-System, Systemic, and Multiperspective Machine Learning
  • Systemic Machine Learning and Model
  • Inference and Information Integration
  • Adaptive Learning
  • Incremental Learning and Knowledge Representation
  • Knowledge Augmentation: A Machine Learning Perspective
  • Building 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.

Reinforcement and Systemic Machine Learning for Decision Making

Product form

£101.78

Includes FREE delivery
Usually despatched within 5 days
Hardback by Parag Kulkarni

Out of stock

Short Description:

Reinforcement and Systemic Machine Learning for Decision Making There are always difficulties in making machines that learn from experience. Complete... Read more

    Publisher: John Wiley & Sons Inc
    Publication Date: 04/09/2012
    ISBN13: 9780470919996, 978-0470919996
    ISBN10: 047091999X

    Number of Pages: 320

    Non Fiction , Computing

    Description

    Reinforcement and Systemic Machine Learning for Decision Making

    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.

    Chapters include:

    • Introduction to Reinforcement and Systemic Machine Learning
    • Fundamentals of Whole-System, Systemic, and Multiperspective Machine Learning
    • Systemic Machine Learning and Model
    • Inference and Information Integration
    • Adaptive Learning
    • Incremental Learning and Knowledge Representation
    • Knowledge Augmentation: A Machine Learning Perspective
    • Building 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.

    Customer Reviews

    Be the first to write a review
    0%
    (0)
    0%
    (0)
    0%
    (0)
    0%
    (0)
    0%
    (0)

    Recently viewed products

    © 2025 Book Curl,

      • American Express
      • Apple Pay
      • Diners Club
      • Discover
      • Google Pay
      • Maestro
      • Mastercard
      • PayPal
      • Shop Pay
      • Union Pay
      • Visa

      Login

      Forgot your password?

      Don't have an account yet?
      Create account