From Shortest Paths to Reinforcement Learning

A MATLAB-Based Tutorial on Dynamic Programming
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Kurzbeschreibung des Verlags:

Dynamic programming (DP) has a relevant history as a powerful and flexible optimization principle, but has a bad reputation as a computationally impractical tool. This book fills a gap between the statement of DP principles and their actual software implementation. Using MATLAB throughout, this tutorial gently gets the reader acquainted with DP and its potential applications, offering the possibility of actual experimentation and hands-on experience. The book assumes basic familiarity with probability and optimization, and is suitable to both practitioners and graduate students in engineering, applied mathematics, management, finance and economics.

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ReiheEURO Advanced Tutorials on Operational Research
ISBN 9783030618698
Sprache Englisch
Ausgabe 1st ed. 2021
Erscheinungsdatum 12.01.2022
Umfang 207 Seiten
Genre Wirtschaft/Allgemeines, Lexika
Format Taschenbuch
Verlag Springer International Publishing
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