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From Shortest Paths to Reinforcement Learning

Name: From Shortest Paths to Reinforcement Learning
Brand: Springer Nature Switzerland AG
SKU: 38503473
Price: 77.38 EUR
Availability: InStock
Author: Paolo Brandimarte
ISBN: 9783030618698

A MATLAB-Based Tutorial on Dynamic Programming

Paolo Brandimarte

Language

English

Book Paperback

Libristo code: 38503473

Publishers Springer Nature Switzerland AG, January 2022

Dynamic programming (DP) has a relevant history as a powerful and flexible optimization principle, b... Full description

Libristo code: 38503473

188 b

77.38 €

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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.