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From Shortest Paths to Reinforcement Learning

From Shortest Paths to Reinforcement Learning

A MATLAB-Based Tutorial on Dynamic Programming

by Paolo Brandimarte
Paperback
Publication Date: 26/01/2022

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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.
ISBN:
9783030618698
9783030618698
Category:
Operational research
Format:
Paperback
Publication Date:
26-01-2022
Publisher:
Springer Nature Switzerland AG
Country of origin:
Switzerland
Pages:
207
Dimensions (mm):
235x155mm
Weight:
0.34kg

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