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Explainable ai xai for engineering applications deep learning in gaming and animations


Foto: Explainable ai xai for engineering applications deep learning in gaming and animations
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Over the last decade, progress in deep learning has had a profound and transformational effect on many complex problems, including speech recognition, machine translation, natural language understanding, and computer vision. As a result, computers can now achieve human-competitive performance in a wide range of perception and recognition tasks. Many of these systems are now available to the programmer via a range of so-called cognitive services. More recently, deep reinforcement learning has achieved ground-breaking success in several complex challenges.

This book makes an enormous contribution to this beautiful, vibrant area of study: an area that is developing rapidly both in breadth and depth. Deep learning can cope with a broader range of tasks (and perform those tasks to increasing levels of excellence). This book lays a good foundation for the core concepts and principles of deep learning in gaming and animation, walking you through the fundamental ideas with expert ease. This book progresses in a step-by-step manner. It reinforces theory with a full-fledged pedagogy designed to enhance students' understanding and offer them a practical insight into its applications. Also, some chapters introduce and cover novel ideas about how artificial intelligence (AI), deep learning, and machine learning have changed the world in gaming and animation.

It gives us the idea that AI can also be applied in gaming, and there are limited textbooks in this area. This book comprehensively addresses all the aspects of AI and deep learning in gaming. Also, each chapter follows a similar structure so that students, teachers, and industry experts can orientate themselves within the text. There are few books in the field of gaming using AI. Deep Learning in Gaming and Animations teaches you how to apply the power of deep learning to build complex reasoning tasks. After being exposed to the foundations of machine and deep learning, you will use Python to build a bot and then teach it the game's rules. This book also focuses on how different technologies have revolutionized gaming and animation with various illustrations.





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Product specificaties:

Taal: en

Uitvoering: E-book

Oorspronkelijke releasedatum: 07 december 2021

Ebook Formaat: EPUB3

Ebook beveiliging: Adobe DRM

Hoofdredacteur: Vikas Chaudhary

Tweede Redacteur: Moolchand Sharma

Hoofduitgeverij: Crc Press

Lees dit ebook op: Desktop (Mac en Windows)

Lees dit ebook op: Kobo e-reader

Lees dit ebook op: Android (smartphone en tablet)

Lees dit ebook op: iOS (smartphone en tablet)

Lees dit ebook op: Windows (smartphone en tablet)

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Toegankelijkheidssamenvatting Ebook: Deep Learning in Gaming and Animations is working towards, but does not yet fully meet the AA level of the Web Content Accessibility Guidelines. It is a moderate complexity book with images, equations, tables, lists, references, cross-references, backlinks and hyperlinks. Some images and tables may appear on pages different from the print version. No images have short descriptions. No math is described. Linked DOIs are provided, but not uniquely identified. In-text citations are linked, howev...

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EAN: 9781000504378