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

by Paolo Brandimarte
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Current price ₹7,669.00
Original price ₹11,797.00
Original price ₹11,797.00
Original price ₹11,797.00
(-35%)
₹7,669.00
Current price ₹7,669.00

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Book cover type: Hardcover
  • ISBN13: 9783030618667
  • Binding: Hardcover
  • Subject: Education & Psychology
  • Publisher: Springer Verlag
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 207
  • Original Price: EUR 109.99
  • Language: English
  • Edition: N/A
  • Item Weight: 486 grams
  • BISAC Subject(s): Operations Research, Economics / Theory, and Number Systems

From the Back Cover
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.

Paolo 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.

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