Approximate Dynamic Programming

Author: Warren B. Powell
Publisher: John Wiley & Sons
ISBN: 9780470182956
Size: 26.99 MB
Format: PDF, ePub
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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 ...

Approximate Dynamic Programming

Author: Warren B. Powell
Publisher: John Wiley & Sons
ISBN: 111802916X
Size: 47.71 MB
Format: PDF, ePub
View: 3309
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This beautiful book fills a gap in the libraries of OR specialists and practitioners." —Computing Reviews This new edition showcases a focus on modeling and computation for complex classes of approximate dynamic programming problems ...

Optimal Learning

Author: Warren B. Powell
Publisher: John Wiley & Sons
ISBN: 1118309847
Size: 10.55 MB
Format: PDF, ePub, Docs
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This book covers the fundamental dimensions of a learning problem and presents a simple method for testing and comparing policies for learning.

Markov Decision Processes

Author: Martin L. Puterman
Publisher: John Wiley & Sons
ISBN: 1118625870
Size: 37.63 MB
Format: PDF
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"This text is unique in bringing together so many results hitherto found only in part in other texts and papers. . .

Introduction To Stochastic Dynamic Programming

Author: Sheldon M. Ross
Publisher: Academic Press
ISBN: 1483269094
Size: 55.52 MB
Format: PDF, Mobi
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The final two chapters are concerned with more specialized models. These include stochastic scheduling models and a type of process known as a multiproject bandit. The mathematical prerequisites for this text are relatively few.

Handbook Of Learning And Approximate Dynamic Programming

Author: Jennie Si
Publisher: John Wiley & Sons
ISBN: 9780471660545
Size: 15.36 MB
Format: PDF, ePub, Docs
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In this volume, leading experts in the field summarize the latest research in areas including: Reinforcement learning and its relationship to supervised learning Model-based adaptive critic designs Direct neural dynamic programming ...

Approximate Dynamic Programming For Dynamic Vehicle Routing

Author: Marlin Wolf Ulmer
Publisher: Springer
ISBN: 3319555111
Size: 19.67 MB
Format: PDF, Kindle
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A stochastic and dynamic routing policy using branching processes with state
dependent immigration. European ... Approximate Dynamic Programming:
Solving the Curses of Dimensionality, vol. 703. Wiley Series in Probability and
Statistics.

Neuro Dynamic Programming

Author: Dimitri P. Bertsekas
Publisher:
ISBN: 9781886529106
Size: 68.67 MB
Format: PDF
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This book provides the first systematic presentation of the science and the art behind this promising methodology.

Dynamic Programming

Author: Eric V. Denardo
Publisher: Courier Corporation
ISBN: 0486150852
Size: 52.78 MB
Format: PDF
View: 6184
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Introduction to sequential decision processes covers use of dynamic programming in studying models of resource allocation, methods for approximating solutions of control problems in continuous time, production control, more. 1982 edition.

Multi Armed Bandit Allocation Indices

Author: John Gittins
Publisher: John Wiley & Sons
ISBN: 9781119990215
Size: 37.60 MB
Format: PDF, ePub, Mobi
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Multi-armed Bandit Allocation Indices: 2nd Edition John Gittins, Statistics Department, University of Oxford, UK Kevin Glazebrook, Department of Management Science, Lancaster University, UK Richard Weber, Statistical Laboratory, University ...