Download or read book Reinforcement Learning second edition written by Richard S. Sutton and published by MIT Press. This book was released on 2018-11-13 with total page 549 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book The Scribe Method written by Tucker Max and published by Lioncrest Publishing. This book was released on 2021-04-15 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ready to write your book? So why haven’t you done it yet? If you’re like most nonfiction authors, fears are holding you back. Sound familiar? Is my idea good enough? How do I structure a book? What exactly are the steps to write it? How do I stay motivated? What if I actually finish it, and it’s bad? Worst of all: what if I publish it, and no one cares? How do I know if I’m even doing the right things? The truth is, writing a book can be scary and overwhelming—but it doesn’t have to be. There’s a way to know you’re on the right path and taking the right steps. How? By using a method that’s been validated with thousands of other Authors just like you. In fact, it’s the same exact process used to produce dozens of big bestsellers–including David Goggins’s Can’t Hurt Me, Tiffany Haddish’s The Last Black Unicorn, and Joey Coleman’s Never Lose a Customer Again. The Scribe Method is the tested and proven process that will help you navigate the entire book-writing process from start to finish–the right way. Written by 4x New York Times Bestselling Author Tucker Max and publishing expert Zach Obront, you’ll learn the step-by-step method that has helped over 1,500 authors write and publish their books. Now a Wall Street Journal Bestseller itself, The Scribe Method is specifically designed for business leaders, personal development gurus, entrepreneurs, and any expert in their field who has accumulated years of hard-won knowledge and wants to put it out into the world. Forget the rest of the books written by pretenders. This is the ultimate resource for anyone who wants to professionally write a great nonfiction book.

Download or read book An Introduction to Statistical Learning written by Gareth James and published by Springer Nature. This book was released on 2023-08-01 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance, marketing, and astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, deep learning, survival analysis, multiple testing, and more. Color graphics and real-world examples are used to illustrate the methods presented. This book is targeted at statisticians and non-statisticians alike, who wish to use cutting-edge statistical learning techniques to analyze their data. Four of the authors co-wrote An Introduction to Statistical Learning, With Applications in R (ISLR), which has become a mainstay of undergraduate and graduate classrooms worldwide, as well as an important reference book for data scientists. One of the keys to its success was that each chapter contains a tutorial on implementing the analyses and methods presented in the R scientific computing environment. However, in recent years Python has become a popular language for data science, and there has been increasing demand for a Python-based alternative to ISLR. Hence, this book (ISLP) covers the same materials as ISLR but with labs implemented in Python. These labs will be useful both for Python novices, as well as experienced users.

Download or read book Interchange Intro Online Workbook Standalone for Students written by Jack C. Richards and published by . This book was released on 2012-09-03 with total page 4 pages. Available in PDF, EPUB and Kindle. Book excerpt: Interchange Fourth Edition is a four-level series for adult and young-adult learners of English from the beginning to the high-intermediate level. Interchange Fourth Edition Online Workbook, Intro provides additional activities to reinforce what is presented in Student's Book, Intro. The Online Workbook includes activities which correspond to each Student's Book unit; instant feedback for hundreds of activities; clear, easy-to-follow navigation; additional audio practice; and simple tools to monitor progress.

Download or read book OpenIntro Statistics written by David Diez and published by . This book was released on 2015-07-02 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The OpenIntro project was founded in 2009 to improve the quality and availability of education by producing exceptional books and teaching tools that are free to use and easy to modify. We feature real data whenever possible, and files for the entire textbook are freely available at openintro.org. Visit our website, openintro.org. We provide free videos, statistical software labs, lecture slides, course management tools, and many other helpful resources.

Download or read book Introduction to Art Design Context and Meaning written by Pamela Sachant and published by Good Press. This book was released on 2023-11-27 with total page 614 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Art: Design, Context, and Meaning offers a deep insight and comprehension of the world of Art. Contents: What is Art? The Structure of Art Significance of Materials Used in Art Describing Art - Formal Analysis, Types, and Styles of Art Meaning in Art - Socio-Cultural Contexts, Symbolism, and Iconography Connecting Art to Our Lives Form in Architecture Art and Identity Art and Power Art and Ritual Life - Symbolism of Space and Ritual Objects, Mortality, and Immortality Art and Ethics

Download or read book Knowledge in a Nutshell Carl Jung written by Gary Bobroff and published by Arcturus Publishing. This book was released on 2020-04-01 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: "An excellent primer on Jungian concepts. Highly recommended" - Jung Utah review by A. Butler "One of the best introductions to Jung's psychology! - André De Koning, past President Australian and New Zealand Society for Jungian Analysts Carl Jung was the founder of analytical psychology who revolutionized the way we approached the human psyche. Drawing on Eastern mysticism, mythology and dream analysis to develop his theories, Jung proposed many ideas which are still influential today, including introversion, extroversion and the collective unconscious. Knowledge in a Nutshell: Carl Jung introduces psychologist Jung's ideas in an engaging and easy-to-understand format. Jungian psychology expert Gary Bobroff breaks down the concepts of the psyche, collective unconscious, archetypes, personality types and more in this concise book. He also explores the influence on Eastern philosophy and religion on Jung's ideas, and how spiritualism enriched his theories. With useful diagrams and bullet-point summaries at the end of each chapter, this book provides an essential introduction to this influential figure and explains the relevance of Jung's ideas to the modern world. ABOUT THE SERIES: The 'Knowledge in a Nutshell' series by Arcturus Publishing provides engaging introductions to many fields of knowledge, including philosophy, psychology and physics, and the ways in which human kind has sought to make sense of our world.

Download or read book An Introduction to Mathematical Modeling written by Edward A. Bender and published by Courier Corporation. This book was released on 2012-05-23 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: Employing a practical, "learn by doing" approach, this first-rate text fosters the development of the skills beyond the pure mathematics needed to set up and manipulate mathematical models. The author draws on a diversity of fields — including science, engineering, and operations research — to provide over 100 reality-based examples. Students learn from the examples by applying mathematical methods to formulate, analyze, and criticize models. Extensive documentation, consisting of over 150 references, supplements the models, encouraging further research on models of particular interest. The lively and accessible text requires only minimal scientific background. Designed for senior college or beginning graduate-level students, it assumes only elementary calculus and basic probability theory for the first part, and ordinary differential equations and continuous probability for the second section. All problems require students to study and create models, encouraging their active participation rather than a mechanical approach. Beyond the classroom, this volume will prove interesting and rewarding to anyone concerned with the development of mathematical models or the application of modeling to problem solving in a wide array of applications.

Download or read book Introduction to Analysis written by Maxwell Rosenlicht and published by Courier Corporation. This book was released on 2012-05-04 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written for junior and senior undergraduates, this remarkably clear and accessible treatment covers set theory, the real number system, metric spaces, continuous functions, Riemann integration, multiple integrals, and more. 1968 edition.

Download or read book Discrete Mathematics written by Oscar Levin and published by Createspace Independent Publishing Platform. This book was released on 2018-07-30 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: Note: This is a custom edition of Levin's full Discrete Mathematics text, arranged specifically for use in a discrete math course for future elementary and middle school teachers. (It is NOT a new and updated edition of the main text.)This gentle introduction to discrete mathematics is written for first and second year math majors, especially those who intend to teach. The text began as a set of lecture notes for the discrete mathematics course at the University of Northern Colorado. This course serves both as an introduction to topics in discrete math and as the "introduction to proof" course for math majors. The course is usually taught with a large amount of student inquiry, and this text is written to help facilitate this.Four main topics are covered: counting, sequences, logic, and graph theory. Along the way proofs are introduced, including proofs by contradiction, proofs by induction, and combinatorial proofs.While there are many fine discrete math textbooks available, this text has the following advantages: - It is written to be used in an inquiry rich course.- It is written to be used in a course for future math teachers.- It is open source, with low cost print editions and free electronic editions.

Download or read book Zingerman s Guide to Giving Great Service written by Ari Weinzweig and published by Hyperion. This book was released on 2012-06-26 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt: Entrepreneurial phenomenon Ari Weinzweig, co-founder of the much-loved Zingerman's Deli, shares the secrets to providing world-class customer service. Zingerman's in Ann Arbor, Michigan, is a beloved deli with some of the most loyal clientele around. It has been praised for its products and service in media outlets far and wide, including the New York Times, Men's Journal, Inc. Magazine, Esquire, Atlantic Monthly, USA Today, and Fast Company. And what started out as a small deli has grown to a flourishing restaurant, catering service, bakery, mail-order operation, creamery, and training business. Booming business and loyal customers are proof enough that the Zingerman's team knows a thing or two about customer service. Now in Zingerman's Guide to Giving Great Service, co-founder Ari Weinzweig shares the unique Zingerman method of treating customers, giving the reader step-by-step instructions on what to teach staff, how to train them, how to implement the training, how to measure their success, and finally, how to reward performance. Some of Zingerman's time-tested principles: Customers who get a great product but poor service won't be as loyal as those who are disappointed with a product but get great service. You'll get more complaints if people believe you care enough to listen to them. And that's a good thing. Employees who are rewarded, respected, and well cared for treat customers the same way.

Download or read book New Interchange Level 1 Student s Book 1 written by Jack C. Richards and published by Cambridge University Press. This book was released on 1997-08-13 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: New Interchange is a multi-level series for adult and young-adult learners of English from the beginning to the high-intermediate level. The Level 1 Student's Book builds on the foundations established in the Intro for accurate and fluent communication, extending grammatical, lexical, and functional skills. Beautiful color photographs and illustrations facilitate the teaching of new vocabulary. The New Interchange series teaches students to use English for everyday situations and purposes related to school, work, social life, and leisure. As with the other levels of New Interchange, a complete set of ancillaries, including a video program, is available to make classes interesting and productive.

Download or read book Introduction to Sociology 2e written by Nathan J. Keirns and published by . This book was released on 2015-03-17 with total page 513 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This text is intended for a one-semester introductory course."--Page 1.

Download or read book Future English for Results written by Richard Ed. Frankel and published by Allyn & Bacon. This book was released on 2010 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: Special Offer: Purchase the Future Intro Student Book and Workbook together at the reduced price of only $36.00. Click here to order online. Future's research-based, comprehensive curriculum empowers learners with the academic, workplace, and media literacy skills they need to get ahead. Future prepares students with 21st century skills, helping them transition to further education or career training. Student book with Interactive Practice Plus CD-ROM enables learners to persist by providing multiple pathways to learning. Built-in multilevel instruction ensures the success of every student. Components include: Student Book with Practice Plus CD-ROM Workbook with Audio CD Audio Program Tests and Test Prep with ExamView Teacher's Edition with Lesson Planner Multilevel Communicative Activities Book (Reproducibles) Transparencies and Reproducible Vocabulary Cards Professional Development DVD The Practice Plus CD-ROM included with the Student Book is an extraordinary tool for individualizing instruction. It allows students to direct their own learning, working on precisely what they need and practicing what they choose to work on as many times as they like. In addition, the CD-ROM provides all the audio files for the book, enabling students to listen as they wish to any of the material that accompanies the text. Future is a six-level, four-skills course that empowers learners with the academic and workplace skills they need to get ahead by helping them transition to further education or career training.

Download or read book An Elementary Introduction to the Wolfram Language written by Stephen Wolfram and published by Wolfram Research, Incorporated. This book was released on 2017 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Wolfram Language represents a major advance in programming languages that makes leading-edge computation accessible to everyone. Unique in its approach of building in vast knowledge and automation, the Wolfram Language scales from a single line of easy-to-understand interactive code to million-line production systems. This book provides an elementary introduction to the Wolfram Language and modern computational thinking. It assumes no prior knowledge of programming, and is suitable for both technical and non-technical college and high-school students, as well as anyone with an interest in the latest technology and its practical application.

Download or read book Intro To Structuralism written by Michael Lane and published by . This book was released on 1970-12-03 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first authoritative collection in any language to display the full range of possible applications -- in linguistics, psychology, anthropology, sociology and literature -- of a revolutionary new analytical technique which has dominated French intellectual life in recent years. Claude Lévi-Strauss, Roland Barthes, Edmund Leach, Ferdinand de Saussure, and others among the contributors. Postulating that all forms of human behaviour may be studied as codes, the structuralists apply their methods to phenomena as diverse as primitive marriage systems, fashions, ideologies and poetry. [Back cover].

Download or read book Body By Simone written by Simone De La Rue and published by Harper Collins. This book was released on 2014-04-01 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Body By Simone, Simone De La Rue, featured trainer on "Revenge Body with Khloe Kardashian", shares her fitness secrets and teaches women how to achieve an A-list body using her fun and unique strength training and cardio workouts. Considered the "next Tracy Anderson," Simone De La Rue has created a total body workout—a unique fusion of Pilates, bar method, strength training, and cardio dance moves—for women looking to lose weight, tone up, change up their routine, lose baby weight, or exercise while recovering from an injury. Her workouts are fast-paced, fun, and targeted for the muscle groups women most want to tone: arms, abs, glutes, and thighs. Filled with nearly 200 gorgeous color photos, Body By Simone features Simone’s eight-week plan that incorporates her dance-based cardio workouts and signature strength training moves. Here are workouts for all levels—beginning, intermediate, and advanced—and a self-assessment test to choose the right plan for you. Simone offers a breakdown for each week and a schedule for each day, including an overview of the week’s goals and challenges. Each week builds on the next to keep you challenged and engaged, and see the results you want. To boost weight loss and metabolism as well as naturally detox the body, Simone also provides a 7-day kick-start cleanse complete with recipes for simple meals, juices, and smoothies.