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 Название: AlphaGo Simplified: Rule-Based AI and Deep Learning in Everyday Games
Автор: Mark Liu
Издательство: CRC Press
Год: 2025
Страниц: 408
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB
What exactly is Machine Learning (ML)? How is it related to Artificial Intelligence (AI)? Why is Deep Learning (DL) so popular these days? This book explains how traditional rule-based AI and ML work and how they can be implemented in everyday games such as Last Coin Standing, Tic Tac Toe, or Connect Four. Game rules in these three games are easy to implement. As a result, readers will learn rule-based AI, Deep Reinforcement Learning, and more importantly, how to combine the two to create powerful game strategies (the whole is indeed greater than the sum of its parts) without getting bogged down in complicated game rules. This book is divided into four parts. Part I provides an introduction to the three games and outlines how to develop strategies using rule-based AI techniques like MiniMax and MCTS. Part II delves into Deep Learning and its application to the three games. Part III explores the fundamentals of reinforcement learning and demonstrates how to enhance game strategies through self-play Deep Reinforcement Learning. Finally, in Part IV, we integrate rule-based AI with deep reinforcement learning to construct AlphaGo (and its successor, AlphaGo Zero) algorithms for the three games. In this section, you’ll first install Anaconda on your computer so that you can run Python programs in this book. You’ll then set up a virtual environment so you’ll have correct versions of various Python libraries for projects in this book. You’ll use Jupyter Notebook as your integrated development environment (IDE). This book assumes you have a working knowledge of the Python programming language. Written with clarity from the ground up, this book appeals to both general readers and industry professionals who seek to learn about rule-based AI and Deep Reinforcement Learning, as well as students and educators in Computer Science and programming courses. | |
Разместил: Ingvar16 29-06-2024, 15:07 | Комментарии: 0 | Подробнее
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 Название: Explainable Artificial Intelligence for Autonomous Vehicles: Concepts, Challenges, and Applications
Автор: Kamal Malik, Moolchand Sharma, Suman Deswal, Umesh Gupta
Издательство: CRC Press
Серия: Explainable AI (XAI) for Engineering Applications
Год: 2025
Страниц: 205
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB
Explainable AI for Autonomous Vehicles: Concepts, Challenges, and Applications is a comprehensive guide to developing and applying Explainable Artificial Intelligence (XAI) in the context of autonomous vehicles. It begins with an introduction to XAI and its importance in developing autonomous vehicles. It also provides an overview of the challenges and limitations of traditional black-box AI models and how XAI can help address these challenges by providing transparency and interpretability in the decision-making process of autonomous vehicles. The book then covers the state-of-the-art techniques and methods for XAI in autonomous vehicles, including model-agnostic approaches, post-hoc explanations, and local and global interpretability techniques. It also discusses the challenges and applications of XAI in autonomous vehicles, such as enhancing safety and reliability, improving user trust and acceptance, and enhancing overall system performance. Ethical and social considerations are also addressed in the book, such as the impact of XAI on user privacy and autonomy and the potential for bias and discrimination in XAI-based systems. Furthermore, the book provides insights into future directions and emerging trends in XAI for autonomous vehicles, such as integrating XAI with other advanced technologies like Machine Learning and blockchain and the potential for XAI to enable new applications and services in the autonomous vehicle industry. Overall, the book aims to provide a comprehensive understanding of XAI and its applications in autonomous vehicles to help readers develop effective XAI solutions that can enhance autonomous vehicle systems' safety, reliability, and performance while improving user trust and acceptance. | |
Разместил: Ingvar16 29-06-2024, 14:27 | Комментарии: 0 | Подробнее
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 Название: Startup Masterclass: Spark disruptive change and lead the future with your startup
Автор: Saurabh Jain
Издательство: BPB Publications
Год: 2024
Страниц: 146
Язык: английский
Формат: epub (true)
Размер: 10.1 MB
From goals to product to investors. This book has been written for budding startup founders. Startups are complex organizations, and it becomes very difficult to succeed without knowing the startup best practices. The book teaches startup best practices in a simple and concise manner. The book covers best practices related to startup lifecycle, product management, co-founder management, core team recruitment, startup funding, pitch deck creation and much more. It also covers the best practices, that the author learned while working under the famous entrepreneur Vijay Shekhar Sharma, founder of Paytm. A must read for any budding entrepreneur, the book is an easy-to-understand guide on various best practices an entrepreneur needs to follow, across the stages in the startup lifecycle. It tries to make every topic interesting and easy to learn using the techniques of visual thinking. This book has been written for the budding entrepreneurs who want to learn startup best practices. No prior knowledge of any kind is required to understand the book. | |
Разместил: Ingvar16 29-06-2024, 13:56 | Комментарии: 0 | Подробнее
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 Название: Разработка управляющих программ для оборудования с ЧПУ
Автор: Звонцов И. Ф., Иванов К. М., Серебреницкий П. П.
Издательство: Лань
Год: 2021
Cтраниц: 588
Формат: pdf
Размер: 126 мб
Язык: русский
В учебном пособии изложены функциональные возможности современных станков с ЧПУ, их параметры, способы программирования. Даны: структура управляющей программы, подпрограмм; их работа, интерполяции; манипулирование запрограммированным контуром; особенности программирования при высокоточной и высокоскоростной обработке; методика программирования стандартных циклов обработки. Рассмотрены вопросы отладки и редактирования программ. | |
Разместил: rivasss 29-06-2024, 13:40 | Комментарии: 0 | Подробнее
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 Название: Code Factory: Navigating the wonders beyond binary brilliance with 100+ programming solutions
Автор: Shikha Jain, Kavita Pandey
Издательство: BPB Publications
Год: 2024
Страниц: 394
Язык: английский
Формат: epub (true)
Размер: 10.1 MB
Beginners in the programming world often wander to get some essential books to learn logic building with the help of algorithms, flowcharts, and minor C/Python language code. Addressing this demand, the book features over 100 solved programming questions thoughtfully arranged in incremental order of difficulty. The main objective of the book is to trigger and nurture logic-building skills among the students. The book is structured to introduce concepts gradually, ensuring a smooth learning curve. This guide gets you ready for any programming challenge, starting from simple input/output to tackling complex problem-solving. Learn decision-making with if-else, automate with loops, and understand logic using Python and C examples. Master algorithms, flowcharts, and creative thinking. Apply your skills to real-world problems and turn them into solutions. This book will help the readers develop a well-rounded skill set covering flowcharts, algorithmic thinking, and practical implementation in both C and Python languages. It will provide a holistic foundation for anyone aspiring to become proficient in coding. | |
Разместил: Ingvar16 29-06-2024, 13:31 | Комментарии: 0 | Подробнее
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 Название: Rust for Network Programming and Automation, Second Edition: Work around designing networks, TCP/IP protocol, packet analysis and performance monitoring using Rust 1.68
Автор: Gilbert Stew
Издательство: GitforGits
Год: 2024
Страниц: 391
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB
Designed with the needs of those interested in network programming and automation in mind, this updated "Rust for Network Programming and Automation" explores the realism of network programming within the robust Rust ecosystem. Building on top of Rust 1.68, this book takes you step-by-step through the essentials of network protocols, packet analysis, and network administration with up-to-date and thorough material. Starting with the fundamentals of TCP/IP, you will be introduced to the core principles of network communication, such as data packet structure and transmission. The book then moves on to cover important topics like IP addressing, subnetting, and gateway configuration, ensuring a thorough understanding of network fundamentals. The chapters focus on the practical aspects of network programming, particularly the use of popular Rust libraries such as Tokio, Mio, and Rust-async for asynchronous network programming. These libraries are thoroughly examined, demonstrating how to create TCP listeners, bind sockets, and handle incoming connections efficiently. Each chapter is intended to build on the previous one, resulting in a coherent and comprehensive learning experience. With clear explanations, practical examples, and up-to-date content, "Rust for Network Programming and Automation" provides you with the skills you need to get started in network programming and automation with the most recent Rust release. Anyone looking to learn Rust for network-centric applications can use this book, as it covers the basics as well as advanced topics. | |
Разместил: Ingvar16 29-06-2024, 08:55 | Комментарии: 0 | Подробнее
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 Название: Волшебство момента вращения: Искусство разработки игр на движке Torque 2D
Автор: Язев Ю.
Издательство: СОЛОН-Пресс
Год: 2016
Cтраниц: 448
Формат: pdf
Размер: 30 мб
Язык: русский
В книге, которую Вы держите в руках, пойдет подробный разговор об индустрии компьютерных и видео игр. Будет рассказано об истории цифровых развлечений. Между тем, большая часть книги посвящена разработке компьютерных и мобильных игр. В течение повествования, рассматривается разработка 4-х игр разных жанров. Поскольку, центральной темой книги является кроссплатформенный движок Torque 2D, разработка игр осуществляется с его помощью, кроме того, рассматривается портирование игр на разные платформы и их размещение на площадках цифровой дистрибуции. | |
Разместил: rivasss 29-06-2024, 07:28 | Комментарии: 0 | Подробнее
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 Название: Software Engineering Made Easy
Автор: Marco Gähler
Издательство: Leanpub
Год: 2024-06-27
Страниц: 465
Язык: английский
Формат: pdf (true), azw3, mobi, epub
Размер: 10.1 MB
Did you learn what a class is but nobody told you how to use it exactly? This book explains it to you. Among with 49 other things. "Any fool can write code a computer can understand. Good programmers write code humans can understand" - Martin Fowler. There is an infinite amount of possibilities how you can write code with a certain output. But which is the best one? The one you understand most easily. This book covers everything that I could think of. From naming to classes, comments, and even some small chapters on software architecture or requirements engineering. Currently the book is about version 0.8. It is very well readable and has been mostly corrected using an AI tool, but it still has a few comments about things left to do. I would be very pleased with any feedback you could send to me. This book contains relatively few code examples. It’s more about general concepts of software engineering, rather than concrete code examples. Still, some concepts are easier to understand with a few lines of code. Therefore, I tried to create some code examples. Even though it’s quite challenging to find concise examples that are still expressive enough to fit into a book. As for the programming languages I chose, mostly Python and some C++. | |
Разместил: Ingvar16 29-06-2024, 05:48 | Комментарии: 0 | Подробнее
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 Название: Python Coding Manual - 5th Edition 2024
Автор: Papercut Limited
Издательство: Papercut Limited
Год выхода: 2024
Страниц: 164
Формат: True PDF
Язык: английский
Размер: 72,2 MB
Unlock your imagination with Python...
This guide will help you form the foundation of your Python coding future, from installing the language on to your computer, through to forming user interaction and complex variables. There’s so much you can do with Python and within these pages you’ll find everything you need to know to become a Python programmer, ready for the next level of advanced coding.
Whether you’re looking to learn Python for future career prospects, or just have some fun and discover something new, our step-by-step tutorials and guides will give you that much-needed foothold to help you on your way | |
Разместил: Dovegone 28-06-2024, 23:40 | Комментарии: 0 | Подробнее
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 Название: Coding & Programming User Manual
Автор: Papercut Limited
Издательство: Papercut Limited
Год: July 2024 Edition
Номер: 5
Страниц: 148
Формат: True PDF
Размер: 64,8 MB
Язык: английский
Coding is everywhere. From your TV through to the International Space Station, you'll find millions of lines of code controlling and delivering the services that we take for granted. Behind all this code are the programmers who develop our digital world, using a multitude of different languages to weave the fabric of the Internet, operating systems, games and modern entertainment. We show you the fundamentals for Python, Linux, Raspberry Pi and C++, four of the most powerful languages in the world that are used by the likes of NASA, Microsoft, Apple and throughout the Internet. You will find ideas, concepts, tutorials, hints and projects that will take you from being a beginner to an advanced programmer able to form your own code. Your programming journey starts here... | |
Разместил: Dovegone 28-06-2024, 23:13 | Комментарии: 0 | Подробнее
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