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to start implementing the learning algorithms provided in the book* Includes ideas, directions, and recent results on current research issues;
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Understanding approximate dynamic programming (ADP) in large industrial settings helps develop practical and high-quality solutions to;
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Reinforcement learning (RL) and adaptive dynamic programming (ADP) has been one of the most critical research fields in science and;
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researcher looking for effective and efficient methods of stochastic dynamic optimization and approximate dynamic programming (ADP). To this end, the;
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This book deals with dynamic and stochastic methods for multi-project planning. Based on the idea of using queueing networks for the;
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of Adaptive Critics Design and practical applications of approximate dynamic programming. To round out the coverage, the final chapter combines;
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of Adaptive Critics Design and practical applications of approximate dynamic programming. To round out the coverage, the final chapter combines;
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Dynamic Programming (ADP) and Reinforcement Learning (RL); and control systems with exogenous disturbances and modeling uncertainties.;
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Dynamic Programming (ADP) and Reinforcement Learning (RL); and control systems with exogenous disturbances and modeling uncertainties.;
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in play and learning scholarship, offering clarity and breadth in this dynamic and changing field.;
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programming and their applications in machine learning, security, and other domains, at a level suitable for graduate students and non-experts in the;
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for intractable models for both experts and newcomers alike. It is an essential reference book for anyone interested in learning about and;
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when using learning and adaptation methods to solve academic and industrial problems, such as optimization in dynamic environments with single;
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implementations are based on the static and dynamic master-worker methods. Further, the authors propose a hybrid parallel implementation that combines the;
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This book presents a class of novel, self-learning, optimal control schemes based on adaptive dynamic programming techniques, which;
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any online entitlements included with the product. Move beyond basic Web design by learning to create dynamic Web content To create a;
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their long-term survival and benefit. To do this successfully means learning something about the dynamics of natural processes, and then using;
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of stochastic dynamic programming, lattice programming and reinforcement learning for POMDPs. Questions addressed in the book include: when does a POMDP;
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dynamic programming, and some models of collective behaviour. Three appendices give background on differential equations and probability.;
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reader with the understanding of parallel programing so as to analyze the differences in modular programming, recursive programming and dynamic;
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An integrated approach to the empirical application of dynamic optimization programming models, for students and researchers. This book;
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optimization problems. Special focus is given to algorithm selection and configuration, learning, fitness landscape, applications, dynamic optimization;
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presentation of object-oriented concepts. Dynamic case studies, career spotlights and engineering-driven applications showcase the relevance;
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programming skills. The book incorporates real code, and includes examples and problem sets to assist in hands-on learning. Begins with an;
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To write an accomplished program in the DATA step of SAS (R), programmers must understand programming logic and know how to implement and;
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methods such as policy improvement, successive approximation and infinite state spaces as well as an instructive chapter on Approximate Dynamic;
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singular control problems. Recently, iterative dynamic programming (IDP) has been refined to handle inequality state constraints and noncontinuous;
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