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a new lease of death

William Russell The history of modern Europe. Vol. 2 a new lease of death

William Russell The...

Примечание: История Европы V–XVIII вв. Полный вариант заголовка: «The...

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Warren Powell B. Approximate Dynamic Programming. Solving the Curses of Dimensionality a new lease of death

Warren Powell B. App...

Praise for the First Edition «Finally, a book devoted to dynamic progr...

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Patrik Schumacher The Autopoiesis of Architecture, Volume II. A New Agenda for Architecture a new lease of death

Patrik Schumacher Th...

This is the second part of a major theoretical work by Patrik Schumach...

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The Idiot a new lease of death

The Idiot

The year is 1995, and email is new. Selin, the daughter of Turkish imm...

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Mark Garcia Future Details of Architecture a new lease of death

Mark Garcia Future D...

Despite the exaggerated news of the untimely 'death of the detail' by...

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Matt Britton YouthNation. Building Remarkable Brands in a Youth-Driven Culture a new lease of death

Matt Britton YouthNa...

Youth is no longer an age—it's a commodity YouthNation is an indispens...

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Vladimir S. Lavrov Laws of the world of money. 16 key wealth rules a new lease of death

Vladimir S. Lavrov L...

A small but very powerful book that will radically change your idea of...

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Marc Goedhart Valuation. Measuring and Managing the Value of Companies, University Edition a new lease of death

Marc Goedhart Valuat...

McKINSEY'S TRUSTED GUIDE TO TEACHING CORPORATE VALUATION, NOW IN ITS 2...

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Stephen Rappaport D. Listen First!. Turning Social Media Conversations Into Business Advantage a new lease of death

Stephen Rappaport D....

This superb book synthesizes the industry's best thinking on the massi...

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Yongnian Zheng Contemporary China. A History since 1978 a new lease of death

Yongnian Zheng Conte...

Using new research and considering a multidisciplinary set of factors,...

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Eddy van der Maarel Modelling Transport a new lease of death

Eddy van der Maarel...

Already the market leader in the field, Modelling Transport has become...

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Diary of a Wimpy Kid: Dog Days a new lease of death

Diary of a Wimpy Kid...

Greg's mom has a visioh of "family togetherhess" that really doesh+ so...

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Цена: 373 RUR

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The Chronicles of Narnia. The Lion, the Witch and the Wardrobe a new lease of death

The Chronicles of Na...

They open a door and enter a magical world. Four adventurers step thro...

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Цена: 439 RUR

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Brunt James W. Ecological Data. Design, Management and Processing a new lease of death

Brunt James W. Ecolo...

Ecologists are increasingly tackling difficult issues like global chan...

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The Surgeon a new lease of death

The Surgeon

In her most masterful novel of medical suspense, New York Times bestse...

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Noble DraKoln Trade Like a Pro. 15 High-Profit Trading Strategies a new lease of death

Noble DraKoln Trade...

Praise for Trade Like a Pro «Noble's commitment to the individual trad...

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Для информации:

Praise for the First Edition «Finally, a book devoted to dynamic programming and written using the language of operations research (OR)! This beautiful book fills a gap in the libraries of OR specialists and practitioners.» —Computing Reviews This new edition showcases a focus on modeling and computation for complex classes of approximate dynamic programming problems Understanding approximate dynamic programming (ADP) is vital in order to develop practical and high-quality solutions to complex industrial problems, particularly when those problems involve making decisions in the presence of uncertainty. Approximate Dynamic Programming, Second Edition uniquely integrates four distinct disciplines—Markov decision processes, mathematical programming, simulation, and statistics—to demonstrate how to successfully approach, model, and solve a wide range of real-life problems using ADP. The book continues to bridge the gap between computer science, simulation, and operations research and now adopts the notation and vocabulary of reinforcement learning as well as stochastic search and simulation optimization. The author outlines the essential algorithms that serve as a starting point in the design of practical solutions for real problems. The three curses of dimensionality that impact complex problems are introduced and detailed coverage of implementation challenges is provided. The Second Edition also features: A new chapter describing four fundamental classes of policies for working with diverse stochastic optimization problems: myopic policies, look-ahead policies, policy function approximations, and policies based on value function approximations A new chapter on policy search that brings together stochastic search and simulation optimization concepts and introduces a new class of optimal learning strategies Updated coverage of the exploration exploitation problem in ADP, now including a recently developed method for doing active learning in the presence of a physical state, using the concept of the knowledge gradient A new sequence of chapters describing statistical methods for approximating value functions, estimating the value of a fixed policy, and value function approximation while searching for optimal policies The presented coverage of ADP emphasizes models and algorithms, focusing on related applications and computation while also discussing the theoretical side of the topic that explores proofs of convergence and rate of convergence. A related website features an ongoing discussion of the evolving fields of approximation dynamic programming and reinforcement learning, along with additional readings, software, and datasets. Requiring only a basic understanding of statistics and probability, Approximate Dynamic Programming, Second Edition is an excellent book for industrial engineering and operations research courses at the upper-undergraduate and graduate levels. It also serves as a valuable reference for researchers and professionals who utilize dynamic programming, stochastic programming, and control theory to solve problems in their everyday work.