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From Shortest Paths to Reinforcement Learning: A MATLAB-Based Tutorial on Dynamic Programming (EURO Advanced Tutorials on Operational Research)

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Management number 231979657 Release Date 2026/06/18 List Price $24.13 Model Number 231979657
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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. Read more

ISBN10 3030618668
ISBN13 978-3030618667
Edition 1st ed. 2021
Language English
Publisher Springer
Dimensions 6.14 x 0.56 x 9.21 inches
Item Weight 1.1 pounds
Print length 218 pages
Part of series EURO Advanced Tutorials on Operational Research
Publication date January 12, 2021

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