Hands On Artificial Intelligence With Unreal Engine

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Hands On Artificial Intelligence With Unreal Engine

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Author : Francesco Sapio
language : en
Publisher: Packt Publishing Ltd
Release Date : 2019-04-25

Hands On Artificial Intelligence With Unreal Engine written by Francesco Sapio and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-25 with Computers categories.

Unreal Engine is a powerful game development engine that provides rich functionalities to create 2D and 3D games. If you want to use AI to extend the play-life of your games and make them more challenging and fun, this book is for you. It will help you break down AI into simple concepts to give you a fundamental understanding of each of the topics.

Artificial Intelligence In Unreal Engine 5

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Author : Marco Secchi
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-10-31

Artificial Intelligence In Unreal Engine 5 written by Marco Secchi and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-31 with Computers categories.

Tap into the cutting-edge artificial intelligence features of Unreal Engine 5 and unlock their potential to craft captivating and engaging experiences in your games and applications in this part-color guide Key Features Adopt AI techniques for developing immersive gameplay experiences Learn how to use the Unreal Engine gameplay framework system with C++ and Blueprints Plan and develop AI behaviors carefully from start to finish Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionHave you ever wondered how to create engaging gameplay experiences that involve formidable AI opponents, capable of challenging and pushing players to their limits? If the answer is yes, then get ready to enter the realm of AI creation with Unreal Engine 5. Within the pages of this book, written by a brilliant author and game development expert, you’ll find the secrets of Unreal Engine's cutting-edge AI framework. With this newfound knowledge, you’ll be able to create immersive and dynamic gaming experiences. This step-by-step guide will teach you the art of crafting intelligent and responsive virtual opponents that challenge and engage players on a whole new level. As you follow along with practical examples, the book will guide you through the creation of fully functional AI systems. You’ll be able to harness the power of behavior trees, NavMesh systems, and sensory perception models, breathing life into your virtual characters. By the end of this book, you’ll be equipped with the knowledge you need to unleash the full potential of AI in Unreal Engine. Get ready to revolutionize your gaming creations and captivate players with AI-driven wonders that push the boundaries of what's possible!What you will learn Discover the basics of AI development in video games Gain a deep understanding of the main actors in the Unreal Engine AI framework Design and develop engaging AI actors for a game Create dynamic and immersive AI experiences with behavior trees, navigation systems, MassEntity, and other AI features Debug AI systems using dedicated Unreal Engine debugging tools Extend the AI system with custom nodes and functions Understand how to cope with the AI system by employing Blueprints and/or C++ Create games that focus on tactics, motion, and more Who this book is for This book is for game programmers, as well as Unreal Engine developers with little to no knowledge of AI systems in video games, who want to explore this topic in depth. Developers who are proficient in other game engines and are interested in understanding the principles of the Unreal AI framework will also benefit from this book. You’ll need basic knowledge of Unreal Engine and C++ and a strong passion for game development to get the most out of this book.

Unreal Engine 4 Shaders And Effects Cookbook

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Author : Brais Brenlla Ramos
language : en
Publisher: Packt Publishing Ltd
Release Date : 2019-05-27

Unreal Engine 4 Shaders And Effects Cookbook written by Brais Brenlla Ramos and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-05-27 with Computers categories.

Build optimized, efficient, and real-time applications that are production-ready using Unreal Engine s Material Editor Key Features Create stunning visual effects for 3D games and high-quality graphics Design efficient Shaders for mobile platforms without sacrificing their realism Discover what goes into the structure of Shaders and why lighting works the way it does Book DescriptionUnreal Engine 4 is a powerful game engine, one which has seen a recent boost in widespread adoption thanks to its ease of use and the powerful rendering pipeline that it packs. Seeing as how it's relatively easy to create stunning presentations and visuals, Unreal has quickly become a strong contender in industries where this kind of software had been previously denied entry. With that in mind, this book aims to help you get the most out of Unreal Engine 4 - from creating awe-inspiring graphics to delivering optimized experiences to your users. This is possible thanks to a mixture of hands-on experience with real materials and the theory behind them. You will immediately know how to create that material that you want to display, and you'll also end up with the knowledge that will let you know how to control it. All of this will be done without losing sight of two key components of any real-time application - optimization, and efficiency. The materials that you create will be light and efficient, and they will vary depending on your target platform. You'll know which techniques can be used in any kind of device and which ones should be kept to high-end machines, giving you the confidence to tackle any material-related task that you can imagine. Hop onboard and discover how!What you will learn Master Unreal Engine s rendering pipeline for developing real-time graphics Use physically based rendering (PBR) for building materials and lighting solutions Build optimized materials for games targeting multiple platforms Understand Unreal Engine s node and functions for creating desirable effects Design and build production-ready shaders Explore Unreal Engine s Material Editor for building complex materials and textures Who this book is for This book is for developers who want to create their first Shaders in Unreal Engine 4 or wish to take their game to a whole new level by adding professional post-processing effects. A solid understanding of Unreal is required to get the most from this book.

Hands On Reinforcement Learning For Games

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Author : Micheal Lanham
language : en
Publisher: Packt Publishing Ltd
Release Date : 2020-01-03

Hands On Reinforcement Learning For Games written by Micheal Lanham and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-03 with Computers categories.

Explore reinforcement learning (RL) techniques to build cutting-edge games using Python libraries such as PyTorch, OpenAI Gym, and TensorFlow Key FeaturesGet to grips with the different reinforcement and DRL algorithms for game developmentLearn how to implement components such as artificial agents, map and level generation, and audio generationGain insights into cutting-edge RL research and understand how it is similar to artificial general researchBook Description With the increased presence of AI in the gaming industry, developers are challenged to create highly responsive and adaptive games by integrating artificial intelligence into their projects. This book is your guide to learning how various reinforcement learning techniques and algorithms play an important role in game development with Python. Starting with the basics, this book will help you build a strong foundation in reinforcement learning for game development. Each chapter will assist you in implementing different reinforcement learning techniques, such as Markov decision processes (MDPs), Q-learning, actor-critic methods, SARSA, and deterministic policy gradient algorithms, to build logical self-learning agents. Learning these techniques will enhance your game development skills and add a variety of features to improve your game agent’s productivity. As you advance, you’ll understand how deep reinforcement learning (DRL) techniques can be used to devise strategies to help agents learn from their actions and build engaging games. By the end of this book, you’ll be ready to apply reinforcement learning techniques to build a variety of projects and contribute to open source applications. What you will learnUnderstand how deep learning can be integrated into an RL agentExplore basic to advanced algorithms commonly used in game developmentBuild agents that can learn and solve problems in all types of environmentsTrain a Deep Q-Network (DQN) agent to solve the CartPole balancing problemDevelop game AI agents by understanding the mechanism behind complex AIIntegrate all the concepts learned into new projects or gaming agentsWho this book is for If you’re a game developer looking to implement AI techniques to build next-generation games from scratch, this book is for you. Machine learning and deep learning practitioners, and RL researchers who want to understand how to use self-learning agents in the game domain will also find this book useful. Knowledge of game development and Python programming experience are required.

Artificial Intelligence And Games

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Author : Georgios N. Yannakakis
language : en
Publisher: Springer
Release Date : 2018-02-17

Artificial Intelligence And Games written by Georgios N. Yannakakis and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-17 with Computers categories.

This is the first textbook dedicated to explaining how artificial intelligence (AI) techniques can be used in and for games. After introductory chapters that explain the background and key techniques in AI and games, the authors explain how to use AI to play games, to generate content for games and to model players. The book will be suitable for undergraduate and graduate courses in games, artificial intelligence, design, human-computer interaction, and computational intelligence, and also for self-study by industrial game developers and practitioners. The authors have developed a website (http://www.gameaibook.org) that complements the material covered in the book with up-to-date exercises, lecture slides and reading.

Hands On Machine Learning With C

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Author : Kirill Kolodiazhnyi
language : en
Publisher: Packt Publishing Ltd
Release Date : 2020-05-15

Hands On Machine Learning With C written by Kirill Kolodiazhnyi and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-15 with Computers categories.

Implement supervised and unsupervised machine learning algorithms using C++ libraries such as PyTorch C++ API, Caffe2, Shogun, Shark-ML, mlpack, and dlib with the help of real-world examples and datasets Key Features Become familiar with data processing, performance measuring, and model selection using various C++ libraries Implement practical machine learning and deep learning techniques to build smart models Deploy machine learning models to work on mobile and embedded devices Book DescriptionC++ can make your machine learning models run faster and more efficiently. This handy guide will help you learn the fundamentals of machine learning (ML), showing you how to use C++ libraries to get the most out of your data. This book makes machine learning with C++ for beginners easy with its example-based approach, demonstrating how to implement supervised and unsupervised ML algorithms through real-world examples. This book will get you hands-on with tuning and optimizing a model for different use cases, assisting you with model selection and the measurement of performance. You’ll cover techniques such as product recommendations, ensemble learning, and anomaly detection using modern C++ libraries such as PyTorch C++ API, Caffe2, Shogun, Shark-ML, mlpack, and dlib. Next, you’ll explore neural networks and deep learning using examples such as image classification and sentiment analysis, which will help you solve various problems. Later, you’ll learn how to handle production and deployment challenges on mobile and cloud platforms, before discovering how to export and import models using the ONNX format. By the end of this C++ book, you will have real-world machine learning and C++ knowledge, as well as the skills to use C++ to build powerful ML systems.What you will learn Explore how to load and preprocess various data types to suitable C++ data structures Employ key machine learning algorithms with various C++ libraries Understand the grid-search approach to find the best parameters for a machine learning model Implement an algorithm for filtering anomalies in user data using Gaussian distribution Improve collaborative filtering to deal with dynamic user preferences Use C++ libraries and APIs to manage model structures and parameters Implement a C++ program to solve image classification tasks with LeNet architecture Who this book is for You will find this C++ machine learning book useful if you want to get started with machine learning algorithms and techniques using the popular C++ language. As well as being a useful first course in machine learning with C++, this book will also appeal to data analysts, data scientists, and machine learning developers who are looking to implement different machine learning models in production using varied datasets and examples. Working knowledge of the C++ programming language is mandatory to get started with this book.

Artificial Intelligence In Hci

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Author : Helmut Degen
language : en
Publisher: Springer Nature
Release Date : 2022-05-14

Artificial Intelligence In Hci written by Helmut Degen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-14 with Computers categories.

This book constitutes the refereed proceedings of the Third International Conference on Artificial Intelligence in HCI, AI-HCI 2022, which was held as part of HCI International 2022 and took place virtually during June 26 – July 1, 2022. A total of 1271 papers and 275 posters included in the 39 HCII 2022 proceedings volumes. AI-HCI 2022 includes a total of 39 papers; they are grouped thematically as follows: Human-Centered AI; Explainable and Trustworthy AI; UX Design and Evaluation of AI-Enabled Systems; AI Applications in HCI.

Game Development Projects With Unreal Engine

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Author : Hammad Fozi
language : en
Publisher: Packt Publishing Ltd
Release Date : 2020-11-27

Game Development Projects With Unreal Engine written by Hammad Fozi and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-27 with Computers categories.

Learn the tools and techniques of game design using a project-based approach with Unreal Engine 4 and C++ Key FeaturesKickstart your career or dive into a new hobby by exploring game design with UE4 and C++Learn the techniques needed to prototype and develop your own ideasReinforce your skills with project-based learning by building a series of games from scratchBook Description Game development can be both a creatively fulfilling hobby and a full-time career path. It's also an exciting way to improve your C++ skills and apply them in engaging and challenging projects. Game Development Projects with Unreal Engine starts with the basic skills you'll need to get started as a game developer. The fundamentals of game design will be explained clearly and demonstrated practically with realistic exercises. You’ll then apply what you’ve learned with challenging activities. The book starts with an introduction to the Unreal Editor and key concepts such as actors, blueprints, animations, inheritance, and player input. You'll then move on to the first of three projects: building a dodgeball game. In this project, you'll explore line traces, collisions, projectiles, user interface, and sound effects, combining these concepts to showcase your new skills. You'll then move on to the second project; a side-scroller game, where you'll implement concepts including animation blending, enemy AI, spawning objects, and collectibles. The final project is an FPS game, where you will cover the key concepts behind creating a multiplayer environment. By the end of this Unreal Engine 4 game development book, you'll have the confidence and knowledge to get started on your own creative UE4 projects and bring your ideas to life. What you will learnCreate a fully-functional third-person character and enemiesBuild navigation with keyboard, mouse, gamepad, and touch controlsProgram logic and game mechanics with collision and particle effectsExplore AI for games with Blackboards and Behavior TreesBuild character animations with Animation Blueprints and MontagesTest your game for mobile devices using mobile previewAdd polish to your game with visual and sound effectsMaster the fundamentals of game UI design using a heads-up displayWho this book is for This book is suitable for anyone who wants to get started using UE4 for game development. It will also be useful for anyone who has used Unreal Engine before and wants to consolidate, improve and apply their skills. To grasp the concepts explained in this book better, you must have prior knowledge of the basics of C++ and understand variables, functions, classes, polymorphism, and pointers. For full compatibility with the IDE used in this book, a Windows system is recommended.

Unreal Engine 5 For Beginners

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Author : Calren Dovale
language : en
Publisher: Tektime
Release Date : 2025-07-21

Unreal Engine 5 For Beginners written by Calren Dovale and has been published by Tektime this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-21 with Computers categories.

This book is a comprehensive guide designed to take readers through the powerful tools and capabilities of Unreal Engine 2025. Aimed at developers, creatives, and industry professionals, this book covers everything from the basics to advanced techniques in game development, virtual production, and simulation. The book kicks off with an overview of Unreal Engine in its chapter one, highlighting its significant role across multiple industries, including gaming, film, architecture, and more. This chapter also explores UE's importance as a backbone for modern digital development, underlining its versatility in a variety of creative and professional sectors. Are you struggling to bring your game or simulation ideas to life with Unreal Engine 5? Do terms like Lumen, Nanite, Blueprints, and World Partition feel intimidating? Do you want to create immersive 3D experiences, but don’t know where to start? You're not alone—and this book is your solution. A Practical Guide for Aspiring Developers, Creatives, and Professionals Unreal Engine 5 for Beginners is a comprehensive, hands-on learning resource designed to help you unlock the full power of Unreal Engine 2025—no matter your background. Whether you're an indie game developer, 3D artist, filmmaker, or creative technologist, this guide will take you from zero to production-ready using both Blueprints and C++. With real-world workflows, visual examples, and step-by-step walkthroughs, this book provides a structured path to mastering both foundational tools and advanced features in the world's most powerful real-time engine. What You Will Learn: How to Set Up Unreal Engine 5 from Scratch Understand system requirements, download process, and initial setup using the Unreal Editor. Visual Scripting with Blueprints vs. Coding with C++ Learn how both systems work—and when to use each. Nanite, Lumen & Metasounds Explained Simply Master the new 2025 features and optimize them for real-time performance. Design and Build Fully Playable Game Levels Includes world-building, lighting, materials, asset creation, and level streaming. Create Cinematic Experiences and Virtual Productions Learn to work with cameras, sequencers, virtual sets, and real-time rendering. Bring Your Characters to Life Includes rigging with Control Rig, animation blending, Metahuman integration, and AI-driven NPCs. Build for VR, AR, and Mixed Reality Develop immersive experiences for Oculus, PlayStation VR, HTC Vive, ARKit, and ARCore. Networked Multiplayer and Online Play Covers replication, sessions, dedicated servers, and anti-cheat strategies. Performance Optimization and Troubleshooting Use Unreal Insights, GPU profiler, and mobile-ready design strategies. Applicable Across Industries: Whether you’re building the next blockbuster game or simulating real-world environments in architecture, medicine, or education, Unreal Engine 5 has the tools. This book shows you how to harness them all: Game Development Film and Virtual Production Architecture and Real Estate (ArchViz) Automotive and Product Visualization Medical Simulation AI and Machine Learning Prototyping Why Readers Love This Book: Written in plain language, yet rich in technical depth Covers both visual learners and programmers Focuses on hands-on creation, not just theory Updated for Unreal Engine 5.3 and 2025-ready Filled with practical tips, tricks, and troubleshooting insights Who This Book Is For: Complete beginners to Unreal Engine or game development Indie developers, hobbyists, and aspiring 3D content creators Artists, animators, and filmmakers exploring real-time tools Technical professionals in simulation, architecture, or virtual reality Students and educators in game design, computer science, or interactive media Take the First Step Toward Becoming a R Translator: Nicolle Raven PUBLISHER: TEKTIME

Mastering Unreal Engine 4 X

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Author : Muhammad A.Moniem
language : en
Publisher: Packt Publishing Ltd
Release Date : 2016-06-30

Mastering Unreal Engine 4 X written by Muhammad A.Moniem and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-30 with Computers categories.

Take your game development skills to the next level with one of the best engines on the market About This Book Build an entire AAA game level throughout the book Take your C++ scripting skills to the next level and use them extensively to build the game An advanced practical guide with a tutorial style approach that will help you make the best of Unreal engine 4 Who This Book Is For This book is for game developers who have a basic knowledge of Unreal Engine and C++ scripting knowledge. If you want to take the leap from a casual game developer to a full-fledged professional game developer with Unreal Engine 4, this is the book for you. What You Will Learn Script your player controls in C++ Build a superb and engaging level with advanced design techniques Program AI with C++ Use Cascade to add life to your games Use custom shaders and advanced shading techniques to make things pretty Implement an awesome UI in the game Control gameplay using data tables In Detail Unreal Engine 4 has garnered a lot of attention in the gaming world because of its new and improved graphics and rendering engine, the physics simulator, particle generator, and more. This book is the ideal guide to help you leverage all these features to create state-of-the-art games that capture the eye of your audience. Inside we'll explain advanced shaders and effects techniques and how you can implement them in your games. You'll create custom lighting effects, use the physics simulator to add that extra edge to your games, and create customized game environments that look visually stunning using the rendering technique. You'll find out how to use the new rendering engine efficiently, add amazing post-processing effects, and use data tables to create data-driven gameplay that is engaging and exciting. By the end of this book, you will be able to create professional games with stunning graphics using Unreal Engine 4! Style and approach An advanced guide that will take you to the next level of developing games with Unreal engine with illustrative examples that will make you confident of creating customized professional level games on your won.