From Shortest Paths to Reinforcement Learning : A MATLAB-Based Tutorial on Dynamic Programming

2021 ed.

by Paolo Brandimarte

Book Details

Format Paperback / Softback

Book Series EURO Advanced Tutorials on Operational Research

ISBN-10 3030618692

ISBN-13 9783030618698

Edition 2021 ed.

Publisher Springer Nature Switzerland AG

Imprint Springer Nature Switzerland AG

Country of Manufacture GB

Country of Publication GB

Publication Date Jan 12th, 2022

Print length 207 Pages

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Ksh 12,600.00

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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.

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.

Get From Shortest Paths to Reinforcement Learning by at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Springer Nature Switzerland AG and it has pages.