Approximate Dynamic Programming

Author: Warren B. Powell
Publisher: John Wiley & Sons
ISBN: 9780470182956
Size: 79.16 MB
Format: PDF, Docs
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This groundbreaking book uniquely integrates four distinct disciplines—Markov design processes, mathematical programming, simulation, and statistics—to demonstrate how to successfully model and solve a wide range of real-life problems ...

Algorithms For Reinforcement Learning

Author: Csaba Szepesvari
Publisher: Morgan & Claypool Publishers
ISBN: 1608454924
Size: 52.69 MB
Format: PDF, ePub, Docs
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In this book, we focus on those algorithms of reinforcement learning that build on the powerful theory of dynamic programming.We give a fairly comprehensive catalog of learning problems, describe the core ideas, note a large number of state ...

Linear Network Optimization

Author: Dimitri P. Bertsekas
Publisher: MIT Press
ISBN: 9780262023344
Size: 34.42 MB
Format: PDF, ePub, Mobi
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The presentation is clear, mathematically rigorous, and economical. Many illustrations, examples, and exercises are included in the text. Dimitri P. Bertsekas is Professor of Electrical Engineering and Computer Science at MIT.

Reinforcement Learning

Author: Richard S. Sutton
Publisher: Springer Science & Business Media
ISBN: 1461536189
Size: 50.36 MB
Format: PDF
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Of course learning and reinforcement have been studied in psychology for almost a century, and that work has had a very strong impact on the AI/engineering work.

A Practical Theory Of Programming

Author: Eric C.R. Hehner
Publisher: Springer Science & Business Media
ISBN: 9780387941066
Size: 38.35 MB
Format: PDF
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Temporal Logic is yet another formalism that introduces some special operators and quantifiers to describe some aspects of computation. The theory in this book is simpler than any of those just mentioned.

Applied Optimization

Author: Ross Baldick
Publisher: Cambridge University Press
ISBN: 0521855640
Size: 59.90 MB
Format: PDF, Docs
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This book provides step-by-step descriptions of how to formulate numerical problems and develops techniques for solving them.

Dynamic Systems

Author: Raymond C. Kluever
Publisher: John Wiley & Sons
ISBN: 1118289455
Size: 27.46 MB
Format: PDF, Mobi
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This text highlights essential topics such as analysis, design, and control of physical engineering systems, often composed of interacting mechanical, electrical and fluid subsystem components.