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

 
9783030618681: From Shortest Paths to Reinforcement Learning: A MATLAB-Based Tutorial on Dynamic Programming

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Sinossi

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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Altre edizioni note dello stesso titolo

9783030618667: From Shortest Paths to Reinforcement Learning: A Matlab-based Tutorial on Dynamic Programming

Edizione in evidenza

ISBN 10:  3030618668 ISBN 13:  9783030618667
Casa editrice: Springer Nature, 2021
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