There are tales of ancient Nithia, a city buried in the sand for countless generations. And it is whispered that hidden in these forbidden ruins is the "Grim Grey God", a statue carved from an impossibly huge pearl. It is the treasure of a lifetime, more for the power it bestows than the wealth. Many seek it for their own dark ends. Conan must defeat all others and destroy the statue before it falls into the hands of evil.
Implement state-of-the-art deep reinforcement learning algorithms using Python and its powerful libraries Key FeaturesImplement Q-learning and Markov models with Python and OpenAIExplore the power of TensorFlow to build self-learning modelsEight AI projects to gain confidence in building self-trained applicationsBook Description Reinforcement learning is one of the most exciting and rapidly growing fields in machine learning. This is due to the many novel algorithms developed and incredible results published in recent years. In this book, you will learn about the core concepts of RL including Q-learning, policy gradients, Monte Carlo processes, and several deep reinforcement learning algorithms. As you make your way through the book, you'll work on projects with datasets of various modalities including image, text, and video. You will gain experience in several domains, including gaming, image processing, and physical simulations. You'll explore technologies such as TensorFlow and OpenAI Gym to implement deep learning reinforcement learning algorithms that also predict stock prices, generate natural language, and even build other neural networks. By the end of this book, you will have hands-on experience with eight reinforcement learning projects, each addressing different topics and/or algorithms. We hope these practical exercises will provide you with better intuition and insight about the field of reinforcement learning and how to apply its algorithms to various problems in real life. What you will learnTrain and evaluate neural networks built using TensorFlow for RLUse RL algorithms in Python and TensorFlow to solve CartPole balancingCreate deep reinforcement learning algorithms to play Atari gamesDeploy RL algorithms using OpenAI UniverseDevelop an agent to chat with humans Implement basic actor-critic algorithms for continuous controlApply advanced deep RL algorithms to games such as MinecraftAutogenerate an image classifier using RLWho this book is for Python Reinforcement Learning Projects is for data analysts, data scientists, and machine learning professionals, who have working knowledge of machine learning techniques and are looking to build better performing, automated, and optimized deep learning models. Individuals who want to work on self-learning model projects will also find this book useful.
Musculoskeletal Disorders Hands-on guidance and tools for the prevention of musculoskeletal injuries in the workplace In Musculoskeletal Disorders: The Fatigue Failure Mechanism, a team of accomplished occupational health experts delivers an essential and incisive discussion of how musculoskeletal disorders (MSDs) develop and progress, as well as how they can be prevented and controlled. Offering a novel, evidence-based approach to this costly problem, the book has broad implications for employers, insurers, and other stakeholders in workplace health and safety. The authors identify new risk assessment approaches based on the cumulative effects of exposure to highly variable loading conditions. These new approaches can also be applied to evaluate the efficacy of job rotation scenarios and to quantify exoskeleton efficacy. The complexities associated with fatigue failure in biological environments are also explored in addition to suggested models for understanding how the body maintains musculoskeletal homeostasis. Readers will also find: Thorough introductions to the material properties of musculoskeletal tissues and the fundamental principles of fatigue failure analysis In-depth explorations of the structure and function of the musculoskeletal system and up-to-date epidemiological research on MSDs Comprehensive discussions of validated fatigue failure risk assessment methods, including continuous exposure assessment to better quantify injury risk Insightful treatments of remodeling and healing processes as they apply to MSD risk, as well as factors that impair the healing process, like stress, obesity, and aging Perfect for occupational and environmental health and safety (OEHS) professionals, Musculoskeletal Disorders: The Fatigue Failure Mechanism will also earn a place in the libraries of ergonomists, physical therapists, biomechanists, industrial hygienists, occupational physicians, orthopedists, and musculoskeletal disorder researchers.
Probabilistic models are becoming increasingly important in analysing the huge amount of data being produced by large-scale DNA-sequencing efforts such as the Human Genome Project. For example, hidden Markov models are used for analysing biological sequences, linguistic-grammar-based probabilistic models for identifying RNA secondary structure, and probabilistic evolutionary models for inferring phylogenies of sequences from different organisms. This book gives a unified, up-to-date and self-contained account, with a Bayesian slant, of such methods, and more generally to probabilistic methods of sequence analysis. Written by an interdisciplinary team of authors, it aims to be accessible to molecular biologists, computer scientists, and mathematicians with no formal knowledge of the other fields, and at the same time present the state-of-the-art in this new and highly important field.
Winner, 2010 Donald Murphy Prize for a Distinguished First Book, American Conference on Irish Studies Renowned as one of the most brilliant satirists ever, Jonathan Swift has long fascinated Hibernophiles beyond the shores of the Emerald Isle. Sean Moore's examination of Swift's writings and the economics behind the distribution of his work elucidates the humorist's crucial role in developing a renewed sense of nationalism among the Irish during the eighteenth century. Taking Swift's Irish satires, such as A Modest Proposal and the Drapier's Letters, as examples of anticolonial discourse, Moore unpacks the author's carefully considered published words and his deliberate drive to liberate the Dublin publishing industry from England's shadow to argue that the writer was doing nothing less than creating a national print media. He points to the actions of Anglo-Irish colonial subjects at the outset of Britain's financial revolution; inspired by Swift's dream of a sovereign Ireland, these men and women harnessed the printing press to disseminate ideas of cultural autonomy and defend the country's economic rights. Doing so, Moore contends, imbued the island with a sense of Irishness that led to a feeling of independence from England and ultimately gave the Irish a surprising degree of financial autonomy. Applying postcolonial, new economic, and book history approaches to eighteenth-century studies, Swift, the Book, and the Irish Financial Revolution effectively links the era's critiques of empire to the financial and legal motives for decolonization. Scholars of colonialism, postcolonialism, Irish studies, Atlantic studies, Swift, and the history of the book will find Moore's eye-opening arguments original and compelling.
We live in disruptive times. The world is changing faster than ever before, leaving people dazed, businesses struggling, economies floundering and societies fracturing. But why? Transition Point is the result of over five years of research to establish the answer; a breathtaking tale of freedom, unintended consequences and disruptive technologies that starts 1000 years ago and ends up in the second half of the 21st Century. Starting with an examination into the drivers of technological change and the social, economic and political factors that both enable or suppress it, Transition Point explains why industrialisation happened where and when it did, why progress comes in waves, and why the technologies in the current wave, such as robotics, blockchain and AI, are likely to be the most disruptive of all. It then addresses the million-dollar question: what’s next? What impact will this wave have on our businesses, our economies and most importantly, on our society? Culey explores how our current trajectory could result in a new golden age, but also how it is just as likely to result in a digital dictatorship of compliance and constant surveillance. Finally, he explains why we may soon see Homo sapiens’ role as the dominant species come to an end. As Klaus Schwab, founder of the World Economic Forum, stated; "We stand on the brink of a technological revolution that will fundamentally alter the way we live, work, and relate to one another. In its scale, scope, and complexity, the transformation will be unlike anything humankind has experienced before." Transition Point explains why this is happening, what it means, and why the decisions we make now will prove to be critical.
Acclaimed for its thorough yet concise overview of the natural history of psychiatric disorders, Goodwin & Guze's Psychiatric Diagnosis has been newly and extensively updated in this seventh edition. As in previous editions, each chapter systematically covers the definition, historical background, epidemiology, clinical picture, natural history, complications, family studies, differential diagnosis, and clinical management of each disorder. Terminology has been updated for consistency with changes made in DSM-5(R). Recent epidemiologic and neurobiological findings are provided, including the long term course of mood disorders, genetics and neuroimaging of schizophrenia and mood and other disorders, cognitive changes in relation to depression and dementia, brain stimulation techniques, outcome studies of eating disorders, and epidemiology of substance use disorders.
This is a new Wittgensteinian account of the American Constitution that provides a fresh perspective on how judges can follow a legal document written in flexible language. The book shows why originalism is incompatible with the American legal system and challenges the views o...
Giant monsters whose every roar and footstep shakes the earth, whose simple stroll through a city wreaks havoc: KAIJU! And even though humankind has never really seen such monsters - we tremble at the thought of them and love to shiver as their screen versions make mayhem: the beast from twenty-thousand fathoms, Godzilla demolishing Tokyo, the massive creature in Cloverfield destroying New York, all of Earth warring with the colossal monsters in Pacific Rim. Now, for the first time, a definitive anthology that gathers a wide range of larger-than-life short fiction with creatures that run a gargantuan gamut: the stealthy gabbleduck of Neal Asher's Polity universe; Gary McMahon's huge sea-born terror; An Owomoyela 's incredibly tall alien invaders; Frank Wu's city-razing, eighty-foot-high, fire-breathing lizard; Lavie Tidhar's titanic ship-devouring monstrosity; a really big Midwest US smackdown related by Jeremiah Tolbert . . . and many more mega-monster stories to feed your need for killer kaiju! With an introduction by Robert Hood, co-editor of the groundbreaking, Ditmar Award-winning Daikaiju: Giant Monster Tales and host of Undead Backbrain, the premier website for matters relating to giant monsters.
A detailed look at a Canadian World War II corvette HMCS Oakville and its legacy. Corvettes, humble heroes of the war in the Atlantic, played a pivotal role for the Royal Canadian Navy. Both at sea and to the people of its namesake town, Oakville was one of those heroes.
Start strong with essential early-stage guidance from the VC perspective Startup Opportunities is the go-to guide for anyone with a great business idea. Whether it's your first business or your fifth, realistic assessment from the outset can save you a lot of time and money; why pour your heart and soul into a venture that is doomed to fail? Instead, position yourself to win from the very beginning. In this book, accomplished venture capitalists share their insight on startups and entrepreneurs: who will fail, who will succeed and why, and what you should do to give your business the very best shot at becoming a global success story. You'll learn how to evaluate your business with a critical eye, and how early customer development can be key in turning a good idea into a great opportunity. If you're serious about building a business that lasts, this book provides invaluable guidance that you really cannot miss. More than five million people will launch a business this year, and many of them will be great ideas—yet few will be around in five years, and even fewer in ten years. A great idea is not enough to build a successful business. You need to fortify your idea with the proper foundation, and a scaffolding of good planning and early action. This book shows you how. Assess your business's viability using the 10x Rule Learn when you can quit your day job—or not Take the key steps to making your business succeed Discover the opportunities worth selling everything for This expert author team has witnessed more than 30,000 pitches over two decades, and have participated in over 500 startup launches. Startup Opportunities gives you the benefit of their experience to help you start strong and stay strong.
Life-Changing Solutions for Chronic Pain Chronic pain threatens the well-being of 100 million Americans and 1.5 billion people worldwide. It affects us at all levels: our physical, mental, and spiritual health and happiness, our work productivity and financial livelihoods, our relationships, and overall life quality. This book shows you how you can flourish despite your pain, even when medical cures aren’t available or come at too high of a cost. Learn how to manage and improve your chronic pain using ideas, strategies, and techniques proven by over a hundred scientific studies and the experience of countless chronic pain patients, including the author. You will learn how to: * Better understand your pain · * Work more effectively with your doctors and healthcare providers · * Regain your functionality · * Understand the difference between pain and suffering · * Accept and transcend your pain and negative emotions · * Implement a wide range of specific tips, tricks, practices for regaining your life · * Discover the positive opportunities in your pain · * Work with and improve your relationships with family, partners, and friends · * Prosper physically, mentally, and spiritually For ten years, Meshorer has traveled the world seeking ideas and practices that successfully alleviate chronic pain. This books focuses only on those ideas and practices that have been proven effective, both personally and scientifically. You can do more than merely suffer through your pain. You can regain your life despite chronic pain, making it richer, happier, and more successful than ever. Thriving with Chronic Pain reveals the secrets.
The general dentist will find a wealth of current information on anesthesia and analgesia. Articles include local anesthetic pharmacology and toxicology, local anesthetic agents, effective mandibular infiltration, reversal of local anesthesia, allergic reactions to dental anesthetic formulations, methemoglobinemia and dental anesthetics, ocular complications, vasoconstrictors, local anesthesia and the oral hygienist, paresthesia in dentistry, efficacy of articaine formulations, pregnancy and dental local anesthesia, and much more!
Colorado’s legalization of marijuana spurred intense debate about the extent to which the Constitution preempts state-enacted laws and statutes. Colorado’s legal cannabis program generated a strange scenario in which many politicians, including many who freely invoke the Tenth Amendment, seemed to be attacking the progressive state for asserting states’ rights. Unusual as this may seem, this has happened before—in the early part of the twentieth century, as America concluded a decades-long struggle over the suppression of alcohol during Prohibition. Sean Beienburg recovers a largely forgotten constitutional debate, revealing how Prohibition became a battlefield on which skirmishes of American political development, including the debate over federalism and states’ rights, were fought. Beienburg focuses on the massive extension of federal authority involved in Prohibition and the passage of the Eighteenth Amendment, describing the roles and reactions of not just Congress, the presidents, and the Supreme Court but political actors throughout the states, who jockeyed with one another to claim fidelity to the Tenth Amendment while reviling nationalism and nullification alike. The most comprehensive treatment of the constitutional debate over Prohibition to date, the book concludes with a discussion of the parallels and differences between Prohibition in the 1920s and debates about the legalization of marijuana today.
Published by the American Geophysical Union as part of the Water Science and Application Series, Volume 8. Riparian Vegetation and Fluvial Geomorphology presents important new perspectives for the experimentalist, the field practitioner, the theorist, and the modeler, offering a synthesis of scientific advances along with discussions of unresolved problems and research opportunities. The volume is structured in five sections.
Ireland is green, pleasant and relaxed, but behind the smiling faces and noisy pubs lies a long and tragic history. Lonely Planet provides solid travel information on where to stay, what to see and how to get around for varying schedules along with realistic background on history, culture, and politics. Color insert.
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