From Shortest Paths to Reinforcement Learning: A MATLAB-Based Tutorial on Dynamic Programming (EURO Advanced Tutorials on Operational Research)
Brandimarte, Paolo
ISBN 10: 3030618668 ISBN 13: 9783030618667
Published by Springer, 2021
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Item in good condition. Textbooks may not include supplemental items i.e. CDs, access codes etc. Seller Inventory # 00060953515
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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.
About the Author: Paolo Brandimarte is full professor at the Department of Mathematical Sciences of Politecnico di Torino, Italy, where he teaches courses on Business Analytics, Risk Management, and Operations Research. He is the author of more than ten books on the application of optimization and simulation methods to problems ranging from quantitative finance to production and supply chain management.
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Bibliographic Details
Title: From Shortest Paths to Reinforcement ...
Publisher: Springer
Publication Date: 2021
Binding: Hardcover
Condition: Very Good
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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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From Shortest Paths to Reinforcement Learning: A MATLAB-Based Tutorial on Dynamic Programming (EURO Advanced Tutorials on Operational Research)
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Springer (edition 1st ed. 2021), 2021
ISBN 10: 3030618668
ISBN 13: 9783030618667
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From Shortest Paths to Reinforcement Learning
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ISBN 10: 3030618668
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From Shortest Paths to Reinforcement Learning : A MATLAB-Based Tutorial on Dynamic Programming
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ISBN 10: 3030618668
ISBN 13: 9783030618667
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Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 assumesbasic familiarity with probability and optimization, and is suitable to both practitioners and graduate students in engineering, applied mathematics, management, finance and economics. Seller Inventory # 9783030618667