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Miguel Morales, "Grokking Deep Reinforcement Learning"
English | 2020 | pages: 472 | ISBN: 1617295450 | PDF | 17,3 mb
Grokking Deep Reinforcement Learning uses engaging exercises to teach you how to build deep learning systems. This book combines annotated Python code with intuitive explanations to explore DRL techniques. You'll see how algorithms function and learn to develop your own DRL agents using evaluative feedback.

Summary
We all learn through trial and error. We avoid the things that cause us to experience pain and failure. We embrace and build on the things that give us reward and success. This common pattern is the foundation of deep reinforcement learning: building machine learning systems that explore and learn based on the responses of the environment. Grokking Deep Reinforcement Learning introduces this powerful machine learning approach, using examples, illustrations, exercises, and crystal-clear teaching. You'll love the perfectly paced teaching and the clever, engaging writing style as you dig into this awesome exploration of reinforcement learning fundamentals, effective deep learning techniques, and practical applications in this emerging field.
Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
About the technology
We learn by interacting with our environment, and the rewards or punishments we experience guide our future behavior. Deep reinforcement learning brings that same natural process to artificial intelligence, analyzing results to uncover the most efficient ways forward. DRL agents can improve marketing campaigns, predict stock performance, and beat grand masters in Go and chess.
About the book
Grokking Deep Reinforcement Learning uses engaging exercises to teach you how to build deep learning systems. This book combines annotated Python code with intuitive explanations to explore DRL techniques. You'll see how algorithms function and learn to develop your own DRL agents using evaluative feedback.
What's inside
An introduction to reinforcement learning
DRL agents with human-like behaviors
Applying DRL to complex situations
About the reader
For developers with basic deep learning experience.
About the author
Miguel Morales works on reinforcement learning at Lockheed Martin and is an instructor for the Georgia Institute of Technology's Reinforcement Learning and Decision Making course.
Table of Contents
1 Introduction to deep reinforcement learning
2 Mathematical foundations of reinforcement learning
3 Balancing immediate and long-term goals
4 Balancing the gathering and use of information
5 Evaluating agents' behaviors
6 Improving agents' behaviors
7 Achieving goals more effectively and efficiently
8 Introduction to value-based deep reinforcement learning
9 More stable value-based methods
10 Sample-efficient value-based methods
11 Policy-gradient and actor-critic methods
12 Advanced actor-critic methods
13 Toward artificial general intelligence

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Grundkurs Relationale Datenbanken: Einführung in die Praxis der Datenbankentwicklung für Ausbildung, Studium und IT-Beruf By René Steiner (auth.)
2009 | 235 Pages | ISBN: 3834807109 | PDF | 2 MB
Dieses Buch richtet sich an Studierende und IT-ler in Ausbildung und Beruf, die ohne unnötigen Theorieballast die Praxis der Entwicklung von Datenbankapplikationen erlernen möchten. Es ist als anwendungsorientiertes Lehrbuch aufgebaut und eignet sich für den Unterricht sowie zum Selbststudium. Praxisnah und verständlich werden die Themen Datenmodellierung, Datenbankentwicklung und Datenbankbetrieb vermittelt. Darüber hinaus ist eine Einführung in SQL enthalten. Der Leser erhält Zugang zu einem kostenlosen Online-Service, der das Buch ergänzt. In der 7. Auflage wurde das Buch überarbeitet und modernisiert.

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Grundkurs Software-Engineering mit UML: Der pragmatische Weg zu erfolgreichen Softwareprojekten By Stephan Kleuker (auth.)
2011 | 371 Pages | ISBN: 3834814172 | PDF | 13 MB
Software-Projekte scheitern aus den unterschiedlichsten Gründen. Dieses Buch zeigt anhand der systematischen Analyse von Chancen und Risiken, wie die Wege zu erfolgreichen Software-Projekten aussehen. Ausgehend von der Basis, dass das Zusammenspiel aller an einem Projekt Beteiligten in Prozessen koordiniert werden soll, wird mit Hilfe der UML (Unified Modeling Language) der Weg von den Anforderungen über die Modellierung bis zur Implementierung beschrieben. Es werden situationsabhängige Alternativen diskutiert und der gesamte Prozess mit qualitätssichernden Maßnahmen begleitet. Zur Abrundung des Themengebiets werden wichtige Ansätze zur Projektplanung und zur Projektdurchführung beschrieben, die die Einbettung der Software-Entwicklung in die Gesamtprozesse eines Unternehmens aufzeigen.Alle Kapitel schließen mit Wiederholungsfragen und Übungsaufgaben. Lösungsskizzen sind über das Internet erhältlich.

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Grundlagen der Baustatik: Modelle und Berechnungsmethoden für ebene Stabtragwerke By Dieter Dinkler (auth.)
2012 | 325 Pages | ISBN: 3834823716 | PDF | 6 MB
Ein tiefes Verständnis für Modelle, Methoden und Aufgabenstellungen der Baustatik ist Grundvoraussetzung für einen erfolgreichen Tragwerksentwurf. Weil Tragwerksmodelle und Berechnungsmethoden unabhängig vom Werkstoff entwickelt und eingesetzt werden können, nimmt die Baustatik eine integrierende Stellung zwischen den werkstoffbezogenen Fachgebieten des Konstruktiven Ingenieurbaus ein.Das vorliegende Lehrbuch schließt daher die Lücke zwischen den grundlegenden Ansätzen der Technischen Mechanik und den verschiedenen werkstoffabhängigen Bauweisen des Konstruktiven Ingenieurbaus.Der InhaltGrundlagen - Statisch bestimmte Systeme - Statisch unbestimmte Systeme - Spannungstheorie II. Ordnung - Fachwerkmodelle.Die ZielgruppeStudierende der Fachrichtung BauingenieurwesenDer AutorProf. Dr.-Ing. Dieter Dinkler leitet das Institut für Statik an der Universität Braunschweig.

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Grundlagen der Technischen Thermodynamik: Lehrbuch für Studierende der Ingenieurwissenschaften By Ernst Doering, Herbert Schedwill, Martin Dehli (auth.)
2012 | 494 Pages | ISBN: 3834810266 | PDF | 20 MB
Dieses Lehrbuch bereitet die wesentlichen wissenschaftlichen Grundlagen der Thermodynamik für eine praxisorientierte Lehre anschaulich und gut strukturiert auf. Es vermittelt fachlich und analytisch zuverlässiges Wissen mit Blick auf seine ingenieurtechnische Anwendung und liefert den Schlüssel zum Verständnis der Kraft- und Arbeitsmaschinen. Zahlreiche Beispiele wirken vertiefend und unterstützen die Anschaulichkeit. In der aktuellen Auflage wurde der Aufgabenteil mit den Lösungen erweitert und damit der Ansatz für ein erfolgreiches Selbststudium gestärkt.

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Gröbner's Problem and the Geometry of GT-Varieties
English | 2024 | ISBN: 3031688570 | 166 Pages | PDF EPUB (True) | 16 MB
This book presents progress on two open problems within the framework of algebraic geometry and commutative algebra: Gröbner's problem regarding the arithmetic Cohen-Macaulayness (aCM) of projections of Veronese varieties, and the problem of determining the structure of the algebra of invariants of finite groups. We endeavour to understand their unexpected connection with the weak Lefschetz properties (WLPs) of artinian ideals. In 1967, Gröbner showed that the Veronese variety is aCM and exhibited examples of aCM and nonaCM monomial projections. Motivated by this fact, he posed the problem of determining whether a monomial projection is aCM. In this book, we provide a comprehensive state of the art of Gröbner's problem and we contribute to this question with families of monomial projections parameterized by invariants of a finite abelian group called G-varieties. We present a new point of view in the study of Gröbner's problem, relating it to the WLP of Artinian ideals. GT varieties are a subclass of G varieties parameterized by invariants generating an Artinian ideal failing the WLP, called the Galois-Togliatti system. We studied the geometry of the G-varieties; we compute their Hilbert functions, a minimal set of generators of their homogeneous ideals, and the canonical module of their homogeneous coordinate rings to describe their minimal free resolutions. We also investigate the invariance of nonabelian finite groups to stress the link between projections of Veronese surfaces, the invariant theory of finite groups and the WLP. Finally, we introduce a family of smooth rational monomial projections related to G-varieties called RL-varieties. We study the geometry of this family of nonaCM monomial projections and we compute the dimension of the cohomology of the normal bundle of RL varieties. This book is intended to introduce Gröbner's problem to young researchers and provide new points of view and directions for further investigations.

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Guessing Random Additive Noise Decoding: A Hardware Perspective by Syed Mohsin Abbas, Marwan Jalaleddine, Warren J. Gross
English | August 18, 2023 | ISBN: 3031316622 | 165 pages | MOBI | 21 Mb
This book gives a detailed overview of a universal Maximum Likelihood (ML) decoding technique, known as Guessing Random Additive Noise Decoding (GRAND), has been introduced for short-length and high-rate linear block codes. The interest in short channel codes and the corresponding ML decoding algorithms has recently been reignited in both industry and academia due to emergence of applications with strict reliability and ultra-low latency requirements . A few of these applications include Machine-to-Machine (M2M) communication, augmented and virtual Reality, Intelligent Transportation Systems (ITS), the Internet of Things (IoTs), and Ultra-Reliable and Low Latency Communications (URLLC), which is an important use case for the 5G-NR standard.

GRAND features both soft-input and hard-input variants. Moreover, there are traditional GRAND variants that can be used with any communication channel, and specialized GRAND variants that are developed for a specific communication channel. This book presents a detailed overview of these GRAND variants and their hardware architectures.
The book is structured into four parts. Part 1 introduces linear block codes and the GRAND algorithm. Part 2 discusses the hardware architecture for traditional GRAND variants that can be applied to any underlying communication channel. Part 3 describes the hardware architectures for specialized GRAND variants developed for specific communication channels. Lastly, Part 4 provides an overview of recently proposed GRAND variants and their unique applications.This book is ideal for researchers or engineers looking to implement high-throughput and energy-efficient hardware for GRAND, as well as seasoned academics and graduate students interested in the topic of VLSI hardware architectures. Additionally, it can serve as reading material in graduate courses covering modern error correcting codes and Maximum Likelihood decoding for short codes.

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Handbook of Life Course Occupational Health (Handbook Series in Occupational Health Sciences) by Morten Wahrendorf, Tarani Chandola, Alexis Descatha
English | August 19, 2023 | ISBN: 3031304918 | 591 pages | MOBI | 9.43 Mb
This handbook provides a comprehensive overview of recent developments in research on the relationship between occupational trajectories over the life course and health. It uncovers the impact of far-reaching changes of work and employment, as evidenced by increased flexibility, discontinuity, and technological innovation, and offers insights into recent theoretical and methodological developments addressing this challenge. In its main parts, it presents the best evidence to readers about the following topics: early life influences on (un)healthy work, chronic exposure to occupational risks; nonstandard employment and poor health; work continuation with chronic disease; occupational determinants of healthy aging. In its final part, it discusses policy implications of current knowledge and points to the need of developing new solutions in research and practice, not least in times of climate crisis and the new pandemic.

The important handbook has been prepared by a distinguished editorial team, with chapters written by prominent international experts. Despite its continuous reference to scientific knowledge it addresses its content to a broader, non-specialized readership.

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Handbook of Radio and Optical Networks Convergence by Tetsuya Kawanishi
English | PDF EPUB (True) | 2024 | 1711 Pages | ISBN : 9819722810 | 481.6 MB
This handbook provides comprehensive knowledge on device and system technologies for seamlessly integrated networks of various types of transmission media such as optical fibers and millimeter and THz waves to offer super high-speed data link service everywhere. The seamless integration of the knowledge of radio and optical technologies is needed to construct wired and wireless seamless networks. High-frequency bands such as millimeter-wave and THz-wave bands where super wideband spectra are available can offer high-speed data transmission and high-resolution sensing. However, the expected coverage is limited due to large wave propagation loss. Thus, convergence of radio and optical links is indispensable to construct worldwide networks. The radio and optical technologies share the same physics and are closely related to each other but have been developed independently. Therefore, there is a big gap between these two fields. Bridging the two fields, this handbook is also intended as a common platform to design integrated networks consisting of wireless and wired links.

Full coverage of wireless and wired convergence fields ranging from basics of device and transmission media to applications allows the reader to efficiently access all the important references in this single handbook. Further, it also showcases state-of-the-art technology and cases of its use.
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Handbuch Globale Kompetenz: Grundlagen - Herausforderungen - Krisen
Deutsch | 2024 | ISBN: 3658305541 | 1207 Pages | PDF (True) | 21 MB
Ziel des Handbuches ist es, den wissenschaftlichen Forschungsstand zum Thema ‚Globale Kompetenz' praxisorientiert darzustellen. Globale Kompetenz beschreibt die Fähigkeit einer Person, weltweit effektiv und positiv mit seinen Mitmenschen umgehen sowie Krisen und Herausforderungen bewältigen zu können. Global kompetente Personen sind offen gegenüber kulturellen Normen und akzeptieren hierdurch geprägte Erwartungen, zum Beispiel hinsichtlich der Sprache, Gestik, Verhaltens- und Umgangsformen, Höflichkeit und Werten.

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Happy Economics
by Mark Price;
English | 2024 | ISBN: 1398617377 | 241 pages | True PDF EPUB | 9.86 MB

Happiness at work matters. But what does happiness mean? How can managers measure it and have more of it? And what happens to organizations when they get happiness right?
Ask anyone. Happiness and wellbeing are important for all organizations, because they undeniably lead to economic happiness and financial success for everyone involved. But how does happiness drive growth and how should business leaders develop happier companies?
InHappy Economics, business expertMark Priceclearly demonstrates why the opportunity represented by happiness is huge for businesses. Using real-world examples of those organizations who have got it right, he explains what happiness economics is, why happiness metrics matter, connects high levels of happiness with high performance, explores how to create happy teams and shows you how to craft a corporate happiness plan that can be used by any business.

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Haunted Castles In Ireland: True Paranormal Stories by Chronicle Press
English | May 27, 2024 | ISBN: N/A | ASIN: B0D5CMPTM5 | 52 pages | EPUB | 1.28 Mb
Join "Haunted Castles in Ireland," a spine-chilling journey through the mist-covered hills and ancient fortresses of Ireland. The book explores the haunting tales and supernatural events that happen inside the walls of the Emerald Isle's most famous castles. The ghostly figures and scary stories of Ireland's haunted castles come to life in these pages, showing a world where history and the supernatural are linked. The stories are a fascinating look into Ireland's rich and scary past, from the rough coastlines of County Clare to the lush green slopes of County Wicklow.

There is a place where it's hard to tell the difference between the living and the dead, and the sounds of the past can be heard through the stone doors. "Haunted Castles in Ireland" has writing that is as evocative as the haunting sounds of a Celtic harp and as gripping as the chill of a ghostly breeze. It makes you want to enter a world of ghostly encounters and old stories. You'll be scared by every story, from the banshees of Leap Castle to the ghostly knights of Charleville Forest Castle. You'll keep turning the pages late into the night.
Find out about the interesting stories of Ireland's haunted castles, where the ghosts and echoes of the past weave a web of mystery and intrigue. Find out what the ghostly figures that walk the battlements and dungeons are up to and read about the scary stories about the spirits that haunt these old halls. The White Lady of Kilkenny Castle tells a sad love story, and the Red Lady of Huntington Castle whispers scary things. Each story gives us a look into a world where the past is always present and the unknown calls.
Ireland's castles are said to have haunted hallways that will keep you interested in the old stories and ghostly secrets that are hidden inside these mighty buildings. No, their stories are not just about ghosts. They show the hopes, fears, and tragedies of the people who lived in these houses in the past. As you read on, you'll understand why these haunted castles continue to amaze and scare people: the ghosts that live there give us a scary look into the darker side of Ireland's past.

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Heart: An Owner's Guide: The Irish Times Number 1 Bestseller (The Body Literacy Library) by Paddy Barrett
English | May 7, 2024 | ISBN: 0744092426 | 208 pages | MOBI | 10 Mb
Become body literate with Heart: An Owner's Guide, the next book in The Body Literacy Library, a helpful series that will break down heart health for a new generation of readers.

Heart: An Owner's Guide is an informative, practical, and engaging introduction to all aspects of heart health to live well and longer. Find the key to a long, healthy life and your cardiac risk.
Author Dr Paddy Barrett is an engaging and media-friendly Consultant Cardiologist specializing in preventative health care. He translates medical jargon into simple, straightforward prose, answering frequently asked patient queries, such as Should I take aspirin? Are heart attacks hereditary? Is red wine healthy? And much more.
In this book, you can find:
-Easy-to-follow science and lifestyle advice with simple Q&As.
-Illustrations with data-driven images that show how certain lifestyle choices impact your health.
-Best tips to help you know how to best care for your body and heart.
-Chapters that outline the vital organ and how it works, risks for heart problems, and what to do to improve heart health.
From what you should eat (or not) and exercising smarter to why stress is as dangerous as smoking, this hard-working book applies science to the every day, with simple illustrations, checklists, FAQs, and myth busters, all supported by the latest medical research. Heart: An Owner's Guide won't just help you understand your body better.

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Heidegger and his Anglo-American Reception: A Comprehensive Approach
by John Rogove and Pietro D'Oriano
English | 2022 | ISBN: 303105816X | 420 Pages | True ePUB | 0.7 MB

This book presents both a historical overview of the absorption of Heidegger's thought into English-language philosophical schools as well as a philosophical discussion of his thought provided by contemporary scholars. The text describes the ways in which a philosophical methodology and worldview seemingly so inhospitable to Anglophone academia has managed to find an unlikely home.
This volume is roughly divided into two types of contributions: discussions of Heidegger's reception in the English-speaking world, and outstanding examples of English-language Heidegger scholarship. The first type includes both historiographical accounts of the encounters between Heidegger's thought and the Anglo-American world, as well as their philosophical expositions and critiques. The second group of chapters reveal the latest contemporary scholarship by contemporary Heideggerians writing in English. It is moreover the first volume to bring together thinkers from both genealogies of Anglo-American Heideggerianism appealing to students and researchers working in both of these camps.

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Anelka Grigoryan, "History Museum of Armenia: Permanent Expositions"
English | ISBN: 9939917201 | 2018 | 151 pages | PDF | 67 MB
The illustrated album-guidebook presents brief historical information and exhibited materials for each of the main thematic halls at the History Museum of Armenia from the Old Stone Age to this day.

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