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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

302.00
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الناشرSpringer
رقم الكتاب المعياري الدولي 103030618692
وصف الكتابDynamic 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.
اللغةEnglish
عدد الصفحات220 pages
رقم الكتاب المعياري الدولي 139783030618698
عن المؤلفPaolo Brandimarte is full professor at the Department of Mathematical Sciences of Politecnico di Torino, Italy, where he teaches courses on Business Analytics, Risk Management, and Operations Research. He is the author of more than ten books on the application of optimization and simulation methods to problems ranging from quantitative finance to production and supply chain management.
الكاتبPaolo Brandimarte
تاريخ النشر12 January 2022
From Shortest Paths to Reinforcement Learning: A MATLAB-Based Tutorial on Dynamic Programming
From Shortest Paths to Reinforcement Learning: A MATLAB-Based Tutorial on Dynamic Programming
302.00
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