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Reinforcement Learning, second edition

Reinforcement Learning, second edition
Author: Richard S. Sutton
Publisher: MIT Press
Total Pages: 549
Release: 2018-11-13
Genre: Computers
ISBN: 0262352702

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The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence. Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the field's key ideas and algorithms. This second edition has been significantly expanded and updated, presenting new topics and updating coverage of other topics. Like the first edition, this second edition focuses on core online learning algorithms, with the more mathematical material set off in shaded boxes. Part I covers as much of reinforcement learning as possible without going beyond the tabular case for which exact solutions can be found. Many algorithms presented in this part are new to the second edition, including UCB, Expected Sarsa, and Double Learning. Part II extends these ideas to function approximation, with new sections on such topics as artificial neural networks and the Fourier basis, and offers expanded treatment of off-policy learning and policy-gradient methods. Part III has new chapters on reinforcement learning's relationships to psychology and neuroscience, as well as an updated case-studies chapter including AlphaGo and AlphaGo Zero, Atari game playing, and IBM Watson's wagering strategy. The final chapter discusses the future societal impacts of reinforcement learning.


The Inrō Handbook

The Inrō Handbook
Author: Raymond Bushell
Publisher: Weatherhill, Incorporated
Total Pages: 272
Release: 1979
Genre: Architecture
ISBN:

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For collectors who have discovered the delights of such miniature Japanese art forms as theinroand thenetsuke, this authoritative and enlightening book offers a wealth of valuable information. That it also affords entry to a world of fascinating design and superb craftsmanship goes without saying. In addition to illustrating in color and discussing in detail 108 distinguished inro and their accompanyingnetsuke, as well as 18 related miniature objects, it presents highly informative essays on the making ofinro, on pearl shell inlays, and, in particular on the materials and techniques of lacquer art, the last of these with 62 color photos. It also furnishes an extensive list of lacquer artists' signatures with 386 photos. It is refreshing to have an author tell his readers not only what his book is but also what it is not. In his introduction Bushell says: "This book is addressed to the collector ofinro, netsuke,and other forms of miniature Japanese art, with emphasis on works in lacquer. Its purpose is specific and limited. It is not a comprehensive study of lacquer. It is not a historical survey, a technical analysis, a comparative examination, or a compendium of terms and definitions. In point of time it is limited to the Tokugawa, Meiji, Taisho, and early Showa periods. In point of craft it is limited to the later development of precise and sophisticated techniques, with their brilliant decorative effects." Bushell points out that he is not making an unnecessary emotional appeal in praise of lacquer. His objective is far more practical. This book is the product of his efforts to understand the structure underlying the beauty of lacquer art and to provide clear and simple explanations. Because other books on the subject had not satisfied him, he undertook his own basic research, and here he presents the information he acquired through painstaking study with master lacquer craftsmen and other authorities.


Introduction to Handbook of American Indian Languages

Introduction to Handbook of American Indian Languages
Author: Franz Boas
Publisher: U of Nebraska Press
Total Pages: 238
Release: 1966
Genre: Foreign Language Study
ISBN: 9780803250178

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Two major anthropological works study the roots, structure, and classification of Indian languages.


National Bureau of Standards Handbook

National Bureau of Standards Handbook
Author: United States. National Bureau of Standards
Publisher:
Total Pages: 306
Release: 1965
Genre: Industrial safety
ISBN:

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An Introduction to Sociolinguistics

An Introduction to Sociolinguistics
Author: Ronald Wardhaugh
Publisher: John Wiley & Sons
Total Pages: 448
Release: 2014-12-15
Genre: Language Arts & Disciplines
ISBN: 1118732294

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Fully updated to reflect the most recent scholarship in the field and revised to include many more pedagogical features, An Introduction to Sociolinguistics, 7th Edition builds on its foundation as the most preeminent textbook in sociolinguistics, updated for today's students. • Significantly revised discussions throughout each of the book's four key parts reflect the state of the field today • Includes new chapters on Pragmatics, Discourse Analysis, and Sociolinguistics and Education • Incorporates innovative new perspectives drawn from linguistic anthropology • Provides an accessible history of the development of sociolinguistic thought and how this fast-moving field is integral to our lives • Includes numerous opportunities for students to engage with ideas presented in the text through a new glossary, new Explorations and end-of-chapter exercises, links, and key concepts • New companion website includes links and resources for students


Operator's handbook

Operator's handbook
Author: United States. National Weather Service. Office of Technical Services. AFOS Operations Division
Publisher:
Total Pages: 336
Release: 1984
Genre: Computer terminals
ISBN:

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Japanese Lacquer, 1600-1900

Japanese Lacquer, 1600-1900
Author: Andrew Pekarik
Publisher: Metropolitan Museum of Art
Total Pages: 148
Release: 1980
Genre: Lacquer and lacquering
ISBN: 0870992473

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Handbook of Wise Interventions

Handbook of Wise Interventions
Author: Gregory M. Walton
Publisher: Guilford Publications
Total Pages: 491
Release: 2020-11-10
Genre: Psychology
ISBN: 1462543839

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Precise shifts in the ways people make sense of themselves, others, and social situations can help people flourish. This compelling handbook synthesizes the growing body of research on wise interventions--brief, nonclinical strategies that are "wise" to the impact of social-psychological processes on behavior. Leading authorities describe how maladaptive or pejorative interpretations can undermine people’s functioning and how they can be altered to produce benefits in such areas as academic motivation and achievement, health, well-being, and personal relationships. Consistently formatted chapters review the development of each intervention, how it can be implemented, its evidence base, and implications for solving personal and societal problems.