From Shortest Paths to Reinforcement Learning : A MATLAB-Based Tutorial on Dynamic Programming - EURO Advanced Tutorials on Operational Research

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:	9783030618667
Publisher:	Springer International Publishing
Imprint:	Springer
Published date:	12 Jan 2021
Language:	English
Number of pages:	207
Weight:	500g
Height:	235mm
Width:	155mm
Spine width:	14mm

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