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Procedural Content Generation via Machine Learning
- An Overview
Engelsk
Bogcover for Procedural Content Generation via Machine Learning af Sam Snodgrass, Adam Summerville, Matthew Guzdial, 9783031847554
Specifikationer
Sprog:
Engelsk
Sider:
295
ISBN-13:
9783031847554
Indbinding:
Hardback
ISBN-10:
3031847555
Kategori:
Udg. Dato:
31 maj 2025
Størrelse i cm:
24,0 x 16,8
Oplagsdato:
31 maj 2025

Procedural Content Generation via Machine Learning

- An Overview
Engelsk
Hardback 2025
Format:

Bog beskrivelse

This second edition updates and expands upon the first beginner-focused guide to Procedural Content Generation via Machine Learning (PCGML), which is the use of computers to generate new types of content for video games (game levels, quests, characters, etc.) by learning from existing content. The authors survey current and future approaches to generating video game content and illustrate the major impact that PCGML has had on video games industry. In order to provide the most up-to-date information, this new edition incorporates the last two years of research and advancements in this rapidly developing area. The book guides readers on how best to set up a PCGML project and identify open problems appropriate for a research project or thesis. The authors discuss the practical and ethical considerations for PCGML projects and demonstrate how to avoid the common pitfalls. This second edition also introduces a new chapter on Generative AI, which covers the benefits, risks, and methods for applying pre-trained transformers to PCG problems. 

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Specifikationer
Sprog:
Engelsk
Sider:
295
ISBN-13:
9783031847554
Indbinding:
Hardback
ISBN-10:
3031847555
Kategori:
Udg. Dato:
31 maj 2025
Størrelse i cm:
24,0 x 16,8
Oplagsdato:
31 maj 2025
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