Their discussion ranges from the history of the field's intellectual foundations to the most recent developments and applications.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 when interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the key ideas and algorithms of reinforcement learning. Their discussion ranges from the history of the field's intellectual foundations to the most recent developments and applications. The only necessary mathematical background is familiarity with elementary concepts of probability.The book is divided into three parts. Part I defines the reinforcement learning problem in terms of Markov decision processes. Part II provides basic solution methods: dynamic programming, Monte Carlo methods, and temporal-difference learning. Part III presents a unified view of the solution methods and incorporates artificial neural networks, eligibility traces, and planning; the two final chapters present case studies and consider the future of reinforcement learning.

    It can be used in a variety of disciplines and is ideal for an introductory comprehensive undergraduate or graduate level course. Through its conversational, informal style it makes material that is often challenging for students both accessible and understandable. The Research Methods Knowledge Base, 3e covers everything from the development of a research question to the writing of a final report, describing both practical and technical issues of sampling, measurement, design and analysis.

    Deciding whether to build another power generation plant in the next five years requires forecasts of future demand. Scheduling staff in a call centre next week requires forecasts of call volumes. Stocking an inventory requires forecasts of stock requirements. Telecommunication routing requires traffic forecasts a few minutes ahead. Whatever the circumstances or time horizons involved, forecasting is an important aid in effective and efficient planning. This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly. Examples use R with many data sets taken from the authors' own consulting experience.

    Dozens of examples in innumeracy show us how it affects not only personal economics and travel plans, but explains mis-chosen mates, inappropriate drug-testing, and the allure of pseudo-science.

    Forget wasting hours on research, we've done it for you. Forget confusion, we've tried and tested every app. And forget about getting left behind, with our free lifetime updates we'll keep you up to speed with the best paid and free Kindle Fire apps on the Amazon Appstore. <b>UPDATED Novenber 2013 - Kindle Fire FREE APPS and paid apps now clearly marked</b>.<b>Perfect for the New Kindle Fire HDX & HD Owner</b>Whether you've just bought your Kindle Fire, are discovering Kindle Fire apps for the first time, looking for free apps for the Kindle Fire or simply want to discover great apps that you might have missed the first time round, then this Amazon e-book is for you. <b>Free Lifetime Updates to Keep you Current</b>The best apps today might not be the best apps tomorrow. What's hip and what's not in the Amazon Appstore can change in the blink of an eye. That's why we're releasing updates of this book on a regular basis and you can receive them absolutely free even after you've purchased this book.<b>Something for Everyone in the Most Comprehensive Guide Available</b>How many app reviews and recommendations do you need to create the most comprehensive guide available? 100 apps reviewed? 200 apps reviewed? We didn't set ourselves a number, we just kept searching for great paid and free apps until we'd found something for everyone. And when we'd finished we had more than 250 apps covering 20 different categories and over 200 free apps reviewed; a truly comprehensive resource.<b>Unbiased Reviews and Recommendations</b>We only care about one thing, bringing you honest and helpful reviews of the best Kindle apps available. We don't develop apps, we don't sell apps and we don't get paid to write app reviews. We just love apps and use them all the time.<b>Intuitive Navigation and Easy One Click Selection</b>With our clear and easy to use table of contents you can navigate seamlessly to the categories that matter to you and your family. In each category discover our favorite "Must Have" app. Read reviews of all the top Kindle Fire apps and our recommendations for the best of the rest. Find an app you like and with one click redirect immediately to the relevant product page in Amazon's Appstore for the full app description and download options.<b>Bonus Material</b>If you're just getting to know your Kindle Fire for the first time then take a look at our bonus material where you will learn how to purchase and download apps, understand permissions and set parental controls.<b>Over 250 Apps in these 20 Categories</b>Books, Comics & ReadingEducation & ReferenceEntertainmentFinanceFood, Drink & CookingGamesHealth & FitnessKidsLifestyle & HobbiesMusicNews & MagazinesNoveltyPhotography, Art & CreativityProductivityShoppingSocial Networking & CommunicationsSportsTravel, Navigation & City InfoUtilitiesWeather

       Monthly giveaways in the form of PHYSICAL PRODUCTS and GIFT CARDS only for our newsletter subscribers!  "This was a gift for my partner (we're EMTS) she loved it, she said it was super easy to understand and great to use.”  - Amazon Customer, starred review " This is incredible! Easy to read, break down is awesome than any other format I seen. As a nursing student I recommend it.” - Christina Harris, starred review  This new edition has been revised and updated so that YOU can learn the medical terminology in the fastest and easiest way possible! It is now more than DOUBLE its previous size.  What did the doctor say? What did the patient say? What did the professor say? What’s going on?These are only few of the questions that people ask when faced with jargon-filled medical conversations in hospitals, schools, clinics, homes, and even at work.  Our book Medical Terminology contains proven steps and breaks down the best strategies when trying to understand, pronounce, and memorize medical terms. We’ve also included tips and strategies that can help you apply these methods effortlessly in everyday life.  Here is what you will learn: You will understand medical terminology and learn its suffixes, prefixes and root words    You will be able to pronounce medical terms thanks to our simple rules   By completing our built-in exercises, which appear at the end of each chapter, you will learn the different terms even faster.  How to effortlessly use medical terms in everyday life     Not convinced yet? Let us eliminate the risk and the uncertainty by offering you a no questions asked, 30 day money back guarantee!  Take the first step towards mastering medical terminology by purchasing this book today!

    This book is the most engaging, focused and applied HRM text on the market.

    Writing is hard work and can be difficult to wedge into a frenetic academic schedule.This revised and updated edition of Paul Silvia's popular guide provides practical, light-hearted advice to help academics overcome common barriers and become productive writers. Silvia's expert tips have been updated to apply to a wide variety of disciplines, and this edition has a new chapter devoted to grant and fellowship writing.

    It draws on Robert Weiss's thirty years of experience in interviewing and teaching others how to do it. The most effective interviews, says Weiss, rely on creating cooperation -- an open and trusting alliance between interviewer and respondent, dedicated to specific and honest accounts of both internal and external events. Against the eclectic background of his work in national sample surveys, studies based on semi-structured interviewing, and participant observation, Weiss walks the reader through the method of qualitative interview studies: sample selection, development of an interview guide, the conduct of the interview, analysis, and preparation of the data. Weiss gives examples of successful and less successful interviews and offers specific techniques and guidelines for the practitioner.

    It givessyntax and output for accomplishing many analyses through the mostrecent releases of SAS, SPSS, and SYSTAT, some not available insoftware manuals. The book maintains its practical approach, stillfocusing on the benefits and limitations of applications of a techniqueto a data set -- when, why, and how to do it. Overall, it providesadvanced students with a timely and comprehensive introduction totoday's most commonly encountered statistical and multivariatetechniques, while assuming only a limited knowledge of higher-levelmathematics.

    Pilates and William J. Miller first complete fitness writings. It details the exercises, poses, and instructions fundamental to the matwork developed by Joseph and Clara Pilates. Based on his concepts of a balanced body and mind and drawn from the approach espoused by the early Greeks, these are the exercises that currently sustain a worldwide revolution in fitness strategies and exercise techniques. Readers will learn and view the original 34 exercises that Pilates taught to his students, many of whom have become exercise gurus in their own right. These carefully designed exercises are the result of decades of scientific study, experimentation and research into the variety of physical ills that upset the balance of body and mind. In this book, readers will learn the exercises that Joseph Pilates recommended to accompany his basic advice regarding posture, body mechanics, correct breathing, spinal flexibility, and physical education.

    Contents include: 'Personality Theory in Context', 'Cognitive Personality Theories', 'An Introduction to Intelligence', 'The Application of Personality and Intelligence in Education and the Workplace', 'Optimism', 'Interpersonal Relationships' and 'Psychometric Testing'.

    It is the technology behind photo tagging systems at Facebook and Google, self-driving cars, speech recognition systems on your smartphone, and much more.In particular, Deep learning excels at solving machine perception problems: understanding the content of image data, video data, or sound data. Here's a simple example: say you have a large collection of images, and that you want tags associated with each image, for example, "dog," "cat," etc. Deep learning can allow you to create a system that understands how to map such tags to images, learning only from examples. This system can then be applied to new images, automating the task of photo tagging. A deep learning model only has to be fed examples of a task to start generating useful results on new data.

    French psychologist Émile Coué was one of the more underappreciated geniuses of 20th century medicine. Almost a hundred years ago, Coué’s popular self-healing method – which he called autosuggestion – helped cure thousands of people annually. Today, however, few people have ever even heard of him. This book introduces you to Coué’s overlooked formula, and will surprise you in the process. If you grasp the simplicity of autosuggestion, you’ll be able to use this wonderful tool as you wish – and it should help make your life “better and better.” Get your copy now.

    With richly evocative classroom vignettes provided by practicing teachers, as well as the most case studies - three per chapter - of any Introductory text, Santrock's Educational Psychology helps students think critically about the research basis for best practices. Additionally, Santrock's hallmark Learning System organizes the content into manageable chunks to support retention and mastery, and makes it much more likely that students will have an engaging and successful course experience.