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.

    The death of his partner; the loss of his own leg in the line of duty; the companionship of his beloved wife to cancer; his faith in God to his inner demons.After the man who ruined his leg and killed his first partner is executed, Macaulay becomes the lead detective investigating the Sloan's Lake murders. The method of killing in this double-homicide is so heinous it leads Macaulay and his partner down an ever-darkening path—one that must be traversed if they are to discover the evil forces behind the slaughter. Just when Bobby Macaulay is questioning the very career that has been his salvation, he will discover a heroic history buried within his own family roots: The Clan MacAulay—a deep family lineage of protectors at the very core of a millenniums-long war against unimaginable evil."Black Beast" is the first in a series of Clan of MacAulay novels—a stellar first outing for new author R.S. Guthrie. The book is a page-turner that avoids meandering, written with tight prose that keeps the action flowing. The reader is taken inside the heart and mind of a common hero who will make you believe in good again—Macaulay is a believable, flawed character with whom each of us can relate and for whom each of us will cheer.

    She stifles her love for handsome Johnny, and works as a maid for Jeffrey Banks and his daughter, Cicely. When evil Luke Arnold woos Cicely, she starts making hats. But greedy Luke steals from his father's business, prioposes to Cicely for her father's foundry, orders the Miller father killed, and continues to threaten the lives and livelihood of all the Miller family.

    Floyd's acclaimed emphasis on "applications using real devices" and on "troubleshooting" gives users the problem-solving experience they'll need in their professional careers. Known for its clear, accurate explanations of theory supported by superior exercises and examples, this book's full-color format is packed with the visual aids today's learners need to grasp often complex concepts. KEY TOPICS The book features a comprehensive review of fundamental topics and a unique introduction to two popular programmable logic software packages (Altera and Xilinx) and boundary scan software. For electronic technicians, system designers, engineers.

    Python is considered easy to learn, but there's no quicker way to mastery of the language than learning from an expert teacher. This edition of "Learning Python" puts you in the hands of two expert teachers, Mark Lutz and David Ascher, whose friendly, well-structured prose has guided many a programmer to proficiency with the language. "Learning Python," Second Edition, offers programmers a comprehensive learning tool for Python and object-oriented programming. Thoroughly updated for the numerous language and class presentation changes that have taken place since the release of the first edition in 1999, this guide introduces the basic elements of the latest release of Python 2.3 and covers new features, such as list comprehensions, nested scopes, and iterators/generators. Beyond language features, this edition of "Learning Python" also includes new context for less-experienced programmers, including fresh overviews of object-oriented programming and dynamic typing, new discussions of program launch and configuration options, new coverage of documentation sources, and more. There are also new use cases throughout to make the application of language features more concrete. The first part of "Learning Python" gives programmers all the information they'll need to understand and construct programs in the Python language, including types, operators, statements, classes, functions, modules and exceptions. The authors then present more advanced material, showing how Python performs common tasks by offering real applications and the libraries available for those applications. Each chapter ends with a series of exercises that will test your Python skills and measure your understanding."Learning Python," Second Edition is a self-paced book that allows readers to focus on the core Python language in depth. As you work through the book, you'll gain a deep and complete understanding of the Python language that will help you to understand the larger application-level examples that you'll encounter on your own. If you're interested in learning Python--and want to do so quickly and efficiently--then "Learning Python," Second Edition is your best choice.

    KEY TOPICS: Written in a reader-friendly style, the book encourages broad problem-solving skills while thoroughly covering the material required for introductory algorithms. The author emphasizes conceptual understanding before the introduction of the formal treatment of each technique. Popular puzzles are used to motivate readers' interest and strengthen their skills in algorithmic problem solving. Other enhancement features include chapter summaries, hints to the exercises, and a solution manual. MARKET: For those interested in learning more about algorithms.

    This revised handbook on chemical engineering includes new topics such as biochemical engineering, waste management, plant safety and analysis of plant performance, handling of hazardous materials, computer applications, expert systems, and material and energy balances.

    The main ideas and applications of the metallurgy are provided in this book.

    He could not have been greater than the Katipunan. Nor could he have risen above it. To understand him, one must understand the Katipunan. He looms great because of the society. He must, therefore, be seen in and through the Katipuanan, and this method of unraveling the thin and scattered threads of his life is valid only because of the lack of materials. In examing my sources of information, I have adopted the attitude of friendly hostility. It has been my experience that most of the errors in the difficult task of interpretation--which, after all, is the most important in any book--spring from the scholar's uncritical attitude. He takes for granted that the fame of an author is sufficient guaranty of reliability and competence. Such mental outlook smacks of hypocrisy and cowardice. I have, therefore, dismissed this line of reasoning as inadequate. In this book, I have subjected my sources to a severe scrutiny, looked for loopholes, inconsistencies, and inaccuracies in order to arrive at a balanced conclusion. Ricarte, for instance, hitherto, regarded as incontrovertible, is, after a careful examination, not always accurate and reliable. So is General Pio del Pilar. So are certain documents on the trial and death of Bonifacio. And so are some of the opinons expressed by the great scholars Epifanio de los Santos and Teodoro M. Kalaw. I shall probably hear loud protests and whispered innuendos, but I invite the potential objectors to my method to read my Notes carefully, for in them I have embodied th reasons for repudiating some of the claims of famous scholars, for simissing this authroity and for accepting that document."T.A.A.

    Growing up in an environment where such transactions were made daily, witnessing the wretchedness of such a life at close quarters, and its repercussions on him gave Kishore the will and the determination to free himself through education and an amazing strength to transcend circumstances that at times seemed overwhelmingly black.In this book, Kishore Kale unfolds a sad and shocking story of his early years and youth with a rare simplicity and directness. Far from rancour, it instead affirms and inspires the reader to never lose hopea precept that propels Kale as today he goes about tending to prostitutes and AIDS victims doing his utmost to help those who rescued him from going under.

    This text explores classic theory from a perspective that encourages critical thinking and fosters intellectual insight with respect to human nature. For example, it shows the relevance of classic theory to topics of personality and culture, evolution, ego, gender, and person-situation interactionism. Employing the highest scientific standards, Personality also uses a wide range of unique and provocative pedagogical devices that have been shown to motivate students.Hailed as the best-written, most relevant personality textbook on the market, Friedman and Schustack's fourth edition brings the field of personality to today's diverse student body. "

    Aimed at electrical and computing engineerering and undergraduates in computer architecture. Third revised edition.

    The book also provides a balanced presentation of time-varying and static fields, preparingstudents for employment in today's industrial and manufacturing sectors. Streamlined to facilitate student understanding, this edition features worked examples in every chapter that explain how to use the theory presented in the text to solve different kinds of problems. Numerical methods, including MATLAB and vector analysis, are also included to help students analyzesituations that they are likely to encounter in industry practice. Elements of Electromagnetics, Fifth Edition, is designed for introductory undergraduate courses in electromagnetics.

    It emphasizes the interdisciplinary nature of the subject and examples have been drawn from various engineering disciplines to illustrate the basic system concepts. In particular, the book deals with the modeling of practical systems involving various hardware. Time and frequency domain techniques of the analysis and design of control systems have been discussed at length. Consisting of 16 chapters, this new edition has been improved by the addition of numerous real-world examples, and by the inclusion of PID controller design, a comparison table of long/lead compensators, industrial OPAMP compensating networks and a design example using root-locus technique."Control Systems Engineering 5e" is an outstanding text book which can be used at advanced undergraduate or post graduate level on diverse courses within the broad scope of engineering and will be a valued addition to any engineering library.

    In the highly litigated area of Special Education, it is imperative that professionals in the field understand the legal requirements of providing a free appropriate public education to students with disabilities. This text presents the necessary information for educators to understand the history and development of special education laws and the requirements of these laws. It provides the reader with the necessary skills to locate pertinent information in law libraries, on the Internet, and other sources to keep abreast of the constant changes and developments in the field. The second edition of The Law and Special Education, one of the top special education law books in the field, includes new information on the Individuals with Disabilities Education Act of 2004 and the No Child Left Behind Act of 2001. It has been updated with the latest information on the statutes, regulations, policy guidance, and cases on special education law.