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Textbook: Dynamic Programming and Optimal Control
Vol. I, 4TH EDITION, 2017, 576 pages, hardcover Vol. II, 4TH EDITION: APPROXIMATE DYNAMIC PROGRAMMING 2012, 712 pages, hardcover Prices: Vol. II (ISBN10: 1-886529-44-2 or ISBN13: 978-1-886529-44-1)...
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Textbook: Reinforcement Learning and Optimal Control
This book considers large and challenging multistage decision problems, which can be solved in principle by dynamic programming (DP), but their exact solution is computationally intractable. We discus...
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Instructor's Resources
Solutions Manuals Full solutions available to instructors; contact the author directly. Introduction to Probability: Nonlinear Programming: Parallel and Distributed Computation: Num...
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Textbook: Convex Optimization Theory
An insightful, concise, and rigorous treatment of the basic theory of convex sets and functions in finite dimensions, and the analytical/geometrical foundations of convex optimization and duality theo...
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Lessons from AlphaZero for Optimal, Model Predictive, and Adaptive Control
Lessons from AlphaZero for Optimal, Model Predictive, and Adaptive Control by Price: $55.00 In this research monograph, we focus on a new conceptual framework for approximate Dynamic Programming ...
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Textbook: Convex Optimization Algorithms
This book aims at an up-to-date and accessible development of algorithms for solving convex optimization problems. The book covers almost all the major classes of convex optimization algorithms. Prin...