This book presents recent research in decision making under uncertainty, in particular reinforcement learning and learning with expert advice. The core elements of decision theory, Markov decision processes and reinforcement learning have not been previously collected in a concise volume. Our aim with this book was to provide a solid theoretical foundation with elementary proofs of the most important theorems in the field, all collected in one place, and not typically found in introductory textbooks. This book is addressed to graduate students that are interested in statistical decision making under uncertainty and the foundations of reinforcement learning.
This book presents recent research in decision making under uncertainty, in particular reinforcement learning and learning with expert advice. The core elements of decision theory, Markov decision processes and reinforcement learning have not been previously collected in a concise volume. Our aim with this book was to provide a solid theoretical foundation with elementary proofs of the most important theorems in the field, all collected in one place, and not typically found in introductory textbooks. This book is addressed to graduate students that are interested in statistical decision making under uncertainty and the foundations of reinforcement learning.
This is a revised and enlarged version of A Troubled Oasis: A Critical History of Palm Springs. The key chapter on the tragedy of the Section Fourteen so-called "urban holocaust," when minorities were evicted from the center of the city in the 1960s, has been dramatically updated in light of a tranche of new, revelatory documents published online by city officials in the spring of 2023. However, all of the chapters have been enriched by greater detail, new subjects, and deeper research, making this new edition practically a new book. A critical perspective has been maintained, eschewing the boosterism of traditional municipal histories. This comprehensive study should appeal to anyone who wants to know more about the history of Palm Springs, from the prehistoric times of the Agua Caliente Band of Cahuilla Indians to the present day.
Reconsidering the Russian Revolution a century later Reflecting on the fate of the Russian Revolution one hundred years after the October Uprising, Ronald Grigor Suny—one of the world’s leading historians of the period—explores how scholars and political scientists have tried to understand this historic upheaval, the civil war that followed, and the extraordinary intrusion of ordinary people onto the world stage. Suny provides an assessment of the choices made in the revolutionary years by Soviet leaders—the achievements, costs, and losses that continue to weigh on us today. A quarter century after the disintegration of the USSR, the revolution is usually told as a story of failure. However, Suny reevaluates its radical democratic ambitions, its missed opportunities, victories, and the colossal agonies of trying to build a kind of “socialism” in the inhospitable, isolated environment of peasant Russia. He ponders what lessons 1917 provides for Marxists and anyone looking for alternatives to capitalism and bourgeois democracy.
In this book Ronald A. Simkins addresses the current environmental crisis and what the Bible might contribute in response to it. The environmental crisis includes loss of biodiversity, degradation of the soil, and especially climate change. If left unchecked, these trends will bring about the collapse of human civilization. These environmental problems are interrelated and share a similar cause: the exploitation of the natural world through an economy structured by capitalist relations of production and powered by the burning of fossil fuels. Through our economic relations, we have depleted natural resources, polluted natural environments, and altered natural processes. These problems are a product of our political economy, which entails not only our politics, ideology, and religion, but primarily our economic system. Because the crisis is economic at its core, Simkins first sets the Bible within its own economic context, exploring how the biblical ideas of creation--an understanding of the human relationship to the natural world--were the product of the ancient Israelite political economy. Then Simkins places the biblical tradition in conversation with the current environmental crisis. The result is a far richer view of creation in the biblical tradition and a better understanding of what is at stake in the current environmental crisis.
Mormonism arose in early 19th century New York and has fired the imaginations of its devotees, critics, and students ever since. Some intellectuals and academics read Mormonism as the product of economic change wrought by the Erie Canal in the Burned-over District of western New York State and upper north-eastern Ohio. Others read Mormonism as an authoritarian reaction to Jacksonian democracy. Finally, some, including most of those who became Mormons in the early 19th century and most of those who are believing Mormons today, read Mormonism as the intervention of God in human history. This book engages with Mormon Studies from its beginnings in the early nineteenth century to the end of the 20th century. It covers those who fought over Mormonism's truth or falsity, on those who tried to understand Mormonism as a religious and sociological phenomenon, and on those who explored the history of Mormonism from a more dispassionate perspective. It concludes with an exploration of the culture war that erupted as Mormon Studies professionalized particularly after the 1960s.
Material properties emerge from phenomena on scales ranging from Angstroms to millimeters, and only a multiscale treatment can provide a complete understanding. Materials researchers must therefore understand fundamental concepts and techniques from different fields, and these are presented in a comprehensive and integrated fashion for the first time in this book. Incorporating continuum mechanics, quantum mechanics, statistical mechanics, atomistic simulations and multiscale techniques, the book explains many of the key theoretical ideas behind multiscale modeling. Classical topics are blended with new techniques to demonstrate the connections between different fields and highlight current research trends. Example applications drawn from modern research on the thermo-mechanical properties of crystalline solids are used as a unifying focus throughout the text. Together with its companion book, Continuum Mechanics and Thermodynamics (Cambridge University Press, 2011), this work presents the complete fundamentals of materials modeling for graduate students and researchers in physics, materials science, chemistry and engineering.
This volume summaries major developments in the social anthropology of Aboriginal studies in the 1960s-80s. It is valuable as an overview of five important and interrelated topics; economy, kinship, gender, religion and law. It also contains stimulating comment and criticism and raised important issues for future research as well as current debate in Aboriginal studies.
Happiness in one aspect of our life can positively impact our satisfaction within other domains of our life. The opposite also rings true. Today's generation of working people have often been called the generation who want it all. But can we really
Knowledge management promises concepts and instruments that help organizations support knowledge creation, sharing and application. This book offers a comprehensive account of the many facets, concepts and theories that have influenced knowledge management and integrates them into a framework consisting of strategy, organization, systems and economics guiding the design of successful initiatives. The third edition extends coverage of the two pillars of implementing knowledge management initiatives, organization and systems.
Achieve the best outcomes with expert, practical, highly visual guidance! Operative Techniques in Vascular Surgery features just the vascular surgery content from Operative Techniques in Surgery, the comprehensive 2-volume set edited by Michael W. Mulholland, MD, PhD. Ideal for practitioners who wish to focus on mastering today’s best vascular and endovascular surgery procedures, it you step-by-step through each technique in a consistent manner, using concise, bulleted text, full-color illustrations, and full-color intraoperative photographs to clearly convey exactly what to look for and how to proceed.
This is the first detailed analysis of a completely excavated northern Iroquoian community, a sixteenth-century ancestral Wendat village on the north shore of Lake Ontario. The site resulted from the coalescence of multiple small villages into one well-planned and well-integrated community. Jennifer Birch and Ronald F. Williamson frame the development of this community in the context of a historical sequence of site relocations. The social processes that led to its formation, the political and economic lives of its inhabitants, and their relationships to other populations in northeastern North America are explored using multiple scales of analysis. This book is key for those interested in the history and archaeology of eastern North America, the social, political, and economic organization of Iroquoian societies, the archaeology of communities, and processes of settlement aggregation.
Success of an organization is increasingly dependent on its capability to create an environment to improve the productivity of knowledge work. This book focuses on the concepts, models and technologies that are used to design and implement such an environment. It develops the vision of a modular, yet highly integrated enterprise knowledge infrastructure and presents an ideal architecture replete with current technologies and systems. The most important streams of technological development that are covered in the book are computer-supported cooperative work, document and content management, e-learning, enterprise portals, information life cycle management, knowledge management, mobile computing, and the Semantic Web. It includes learning goals, exercises and case examples that help the reader to easily understand and practice the concepts. The book is targeted at advanced bachelor and master students. Practitioners profit from insights into the importance of technologies and systems and their application.
Treats subjects directly related to nonlinear materials modeling for graduate students and researchers in physics, materials science, chemistry and engineering.
In the eighteenth and early nineteenth centuries, much of what is now the southwestern United States was known as Alta California, a remote part of New Spain. The presidios, missions, and pueblos of the region have yielded a rich trove of ceramics materials, though they have been sparsely analyzed in the literature. Ceramic Production in Early Hispanic California fills that lacuna and reinterprets the position of Alta California in the Spanish Colonial Empire. Using both petrography and neutron activation analysis to examine over 1,600 ceramic samples, the contributors to this volume explore the region’s ceramic production, imports, trade, and consumption. From artistic innovation to technological diffusion, a different aspect of the intricacies of everyday life and culture in the region is revealed in each essay. This book illuminates much about Spanish imperial expansion in a far corner of the colonial world. Through this research, California history has been rewritten.
This book resituates the political correctness debates in the humanities branch of the academy. It contends that conservatives have tainted entire academic disciplines to cause university humanists to go from irrelevant to dangerous overnight.
Bioactive Foods in Promoting Health: Probiotics and Prebiotics brings together experts working on the different aspects of supplementation, foods, and bacterial preparations, in health promotion and disease prevention, to provide current scientific information, as well as providing a framework upon which to build clinical disease treatment studies. Since common dietary bacterial preparations are over-the-counter and readily available, this book will be useful to the growing nutrition, food science, and natural product community that will use it as a resource in identifying dietary behavioral modifications in pursuit of improved health as well as for treatment of specific disease, as it focuses on the growing body of knowledge of the role of various bacteria in reducing disease risk and disease. Probiotics are now a multi-billion-dollar, dietary supplement business which is built upon extremely little research data. In order to follow the 1994 ruling, the U.S. Food and Drug Administration with the support of Congress is currently pushing this industry to base its claims and products on scientific research. Research as shown that dietary habits need to be altered for most people whether for continued or improved good health. The conclusions and recommendations from the various chapters in this book will provide a basis for those important factors of change by industry with new uses. Animal studies and early clinical ones will lead to new uses and studies. Particularly the cutting edge experimental and clinical studies from Europe will provide novel approaches to clinical uses through their innovative new studies. Heavy emphasis on clinical applications (benefits and/or lack thereof) as well as future biomedical therapeutic uses identified in animal model studies Focused on therapies and data supporting them for application in clinical medicine as complementary and alternative medicines Key insights into gut flora and the potential health benefits thereof Health scientists and nutritionists will use this information to map out key areas of research. Food scientists will use it in product development Information on pre-and probiotics as important sources of micro-and macronutrients Aids in the development of methods of bio-modification of dietary plant molecules for health promotion Coverage of a broad range of bacterial consituents Nutritionists will use the information to identify which of these constituents should be used as dietary supplements based on health status of an individual Science-based information on the health promoting characteristics of pre-and probiotics Provides defense of food selections for individual consumption based on health needs and current status Diverse international authoring team experienced in studying prebiotics and probiotics for medical practice Unusally broad range of experiences and newly completed clinical and animal studies provides extended access to latest information
Psychology Around Us, Fourth Canadian Edition offers students a wealth of tools and content in a structured learning environment that is designed to draw students in and hold their interest in the subject. Psychology Around Us is available with WileyPLUS, giving instructors the freedom and flexibility to tailor curated content and easily customize their course with their own material. It provides today's digital students with a wide array of media content — videos, interactive graphics, animations, adaptive practice — integrated at the learning objective level to provide students with a clear and engaging path through the material. Psychology Around Us is filled with interesting research and abundant opportunities to apply concepts in a real-life context. Students will become energized by the material as they realize that Psychology is "all around us.
...a magnificent achievement, and a landmark in at least three distinct fields: anthropological demography, human evolutionary ecology, and hunter-gatherer studies...." -- Evolutionary Anthropology The Ache, whose life history the authors recounts, are a small indigenous population of hunters and gatherers living in the neotropical rainforest of eastern Paraguay. This is part exemplary ethnography of the Ache and in larger part uses this population to make a signal contribution to human evolutionary ecology.
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