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

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From Shortest Paths to Reinforcement Learning: A MATLAB-Based Tutorial on Dynamic Programming - Brandimarte, Paolo
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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 ...

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From Shortest Paths to Reinforcement Learning: A MATLAB-Based Tutorial on Dynamic Programming 2022, Springer Nature Switzerland AG, Cham

ISBN-13: 9783030618698

Paperback

From Shortest Paths to Reinforcement Learning: A Matlab-Based Tutorial on Dynamic Programming 2021, Springer, Cham

ISBN-13: 9783030618667

2021 edition

Hardcover