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Can I read Handbook of Learning and Approximate Dynamic Programming (IEEE Press Series on Computational Intelligence) on EtoBox?
Handbook of Learning and Approximate Dynamic Programming (IEEE Press Series on Computational Intelligence) by Jennie Si; Andrew G. Barto; Warren Buckler Powell; Don Wunsch is a nonfiction available to read on EtoBox.
What is Handbook of Learning and Approximate Dynamic Programming (IEEE Press Series on Computational Intelligence) about?
A complete resource to Approximate Dynamic Programming (ADP), including on-line simulation code Provides a tutorial that readers can use to start implementing the learning algorithms provided in the book Includes ideas, directions, and recent results on current research issues and addresses applications where ADP has been successfully implemented The contributors are leading researchers in the field Content: Chapter 1 ADP: Goals, Opportunities and Principles (pages 3–44): Paul Werbos Chapter 2 Reinforcement Learning and Its Relationship to Supervised Learning (pages 45–63): Andrew G. Barto and Thomas G. Dietterich Chapter 3 Model?Based Adaptive Critic Designs (pages 65–95): Silvia Ferrari and Robert F. Stengel Chapter 4 Guidance in the Use of Adaptive Critics for Control (pages 97–124): George G. Lendaris and James C. Neidhoefer Chapter 5 Direct Neural Dynamic Programming (pages 125–151): Jennie Si, Lei Yang and Derong Liu Chapter 6 The Linear Programming Approach to Approximate Dynamic Programming (pages 153–178): Daniela Pucci de Farias Chapter 7 Reinforcement Learning in Large, High?Dimensional State Spaces (pages 179–202): Greg Grudic and Lyle Ungar Chapter 8 Hierarchical D
Who reads Handbook of Learning and Approximate Dynamic Programming (IEEE Press Series on Computational Intelligence)?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- Jennie Si; Andrew G. Barto; Warren Buckler Powell; Don Wunsch
- Publisher
- IEEE Press; Wiley-Interscience; Wiley-IEEE Press
- Published
- 2004
- Language
- EN
- ISBN
- 9780471660545
- Category
- nonfiction
- Subjects
- Mathematics, Engineering, Science
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