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Mastering AI Game Development with Unreal Unleash Creativity, Empower Gameplay, and Transform Player Experiences with Advanced AI Techniques in Unreal Engine - Hrishikesh Andurlekar 2024 EPUB Orange Education Pvt Ltd, AVA BOOKS
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Mastering AI Game Development with Unreal Unleash Creativity, Empower Gameplay, and Transform Player Experiences with Advanced AI Techniques in Unreal Engine
Author: Hrishikesh Andurlekar
Year: 2024
Format: EPUB
File size: 233.5 MB
Language: ENG



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Book Description: Mastering AI Game Development with Unreal Unleash Creativity Empower Gameplay and Transform Player Experiences with Advanced AI Techniques in Unreal Engine is a comprehensive guide that provides readers with the knowledge and skills necessary to create engaging and immersive game experiences using AI techniques in Unreal Engine. The book covers various aspects of AI development, including machine learning, deep learning, and reinforcement learning, and demonstrates how these techniques can be applied to game development. It also explores the potential of AI to transform player experiences and empower creativity in game design. The book begins by introducing the concept of AI and its importance in game development, before delving into the technical aspects of AI programming and implementation. It covers topics such as data-driven game development, procedural content generation, and adaptive difficulty adjustment, providing readers with a solid foundation in AI principles and their application in game development. As the reader progresses through the book, they will learn about advanced AI techniques such as neural networks, genetic algorithms, and evolutionary algorithms, and how these techniques can be used to create more sophisticated and realistic game environments. The book also discusses the challenges and limitations of AI in game development, and provides strategies for overcoming these challenges.
Освоение разработки игр с искусственным интеллектом с помощью Unreal Unleash Creativity Empower Gameplay and Transform Player Experiences with Advanced AI Techniques in Unreal Engine - это всеобъемлющее руководство, предоставляющее читателям знания и навыки, необходимые для создания увлекательного и захватывающего игрового опыта с использованием технологий ИИ в Unreal Engine. Книга охватывает различные аспекты разработки ИИ, включая машинное обучение, глубокое обучение и обучение с подкреплением, и демонстрирует, как эти методы могут быть применены к разработке игр. Также исследуется потенциал ИИ для трансформации опыта игроков и расширения возможностей творчества в игровом дизайне. Книга начинается с введения понятия ИИ и его важности в разработке игр, прежде чем углубиться в технические аспекты программирования и реализации ИИ. Он охватывает такие темы, как разработка игр на основе данных, генерация процедурного контента и адаптивная настройка сложности, предоставляя читателям прочную основу в принципах ИИ и их применении при разработке игр. По мере прохождения книги читатель узнает о передовых методах ИИ, таких как нейронные сети, генетические алгоритмы и эволюционные алгоритмы, а также о том, как эти методы можно использовать для создания более сложных и реалистичных игровых сред. В книге также обсуждаются проблемы и ограничения ИИ в разработке игр, а также приводятся стратегии преодоления этих проблем.
Apprendere lo sviluppo di giochi con intelligenza artificiale con Unreal Unleash Creativity Empower Gameplay and Transfer Player Experience with Advanced AI Technics in Unreal Engine è una guida completa che fornisce ai lettori le conoscenze e le competenze necessarie per creare un'esperienza affascinante e coinvolgente un'esperienza di gioco avvincente con la tecnologia IA di Unreal Engine. Il libro comprende diversi aspetti dello sviluppo dell'IA, tra cui l'apprendimento automatico, l'apprendimento approfondito e l'apprendimento con rinforzi, e dimostra come questi metodi possono essere applicati allo sviluppo di giochi. Esplora anche il potenziale dell'IA per trasformare l'esperienza dei giocatori e aumentare la creatività nel design del gioco. Il libro inizia introducendo la nozione di IA e la sua importanza nello sviluppo dei giochi prima di approfondire gli aspetti tecnici della programmazione e la realizzazione dell'IA. Include argomenti quali lo sviluppo di giochi basati sui dati, la generazione di contenuti procedurali e la configurazione adattiva della complessità, fornendo ai lettori una base solida nei principi di IA e nella loro applicazione nella progettazione dei giochi. Attraverso il passaggio del libro, il lettore scoprirà le best practice dell'IA, come le reti neurali, gli algoritmi genetici e gli algoritmi evolutivi, e come questi metodi possono essere utilizzati per creare ambienti di gioco più complessi e realistici. Il libro parla anche dei problemi e delle limitazioni dell'IA nello sviluppo dei giochi e fornisce strategie per affrontare questi problemi.
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