Results 21 to 30 of about 148,368 (325)
PCGRL: Procedural Content Generation via Reinforcement Learning [PDF]
Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2020 We investigate how reinforcement learning can be used to train level-designing agents. This represents a new approach to procedural content generation in games, where level design is framed as a game, and the content generator itself is learned.
A. Khalifa +3 more
semanticscholar +3 more sources
HeritageCultural heritage preservation and dissemination face significant challenges in the digital era, particularly in artifact representation, visitor experience personalization, and virtual exploration scalability.
Claudio Rubio +4 more
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Experience-Driven Procedural Content Generation [PDF]
IEEE Transactions on Affective Computing, 2011 Procedural content generation (PCG) is an increasingly important area of technology within modern human-computer interaction (HCI) design. Personalization of user experience via affective and cognitive modeling, coupled with real-time adjustment of the content according to user needs and preferences are important steps toward effective and meaningful ...
Georgios N. Yannakakis, Julian Togelius
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PCGRLLM: Large Language Model-Driven Reward Design for Procedural Content Generation Reinforcement Learning [PDF]
arXiv.orgReward design plays a pivotal role in the training of game AIs, requiring substantial domain-specific knowledge and human effort. In recent years, several studies have explored reward generation for training game agents and controlling robots using large
In-Chang Baek +6 more
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Procedural Content Generation via Machine Learning (PCGML) [PDF]
IEEE Transactions on Games, 2018 This survey explores Procedural Content Generation via Machine Learning (PCGML), defined as the generation of game content using machine learning models trained on existing content. As the importance of PCG for game development increases, researchers explore new avenues for generating high-quality content with or without human involvement; this paper ...
Adam Summerville +7 more
openalex +5 more sources
Game Balance Through Procedural Content Generation
International Conference on Foundations of Digital GamesThis preliminary work explores procedural content generation as a method for improving game balance. Traditionally, achieving balance requires designers to fine-tune parameters to ensure interactions between game elements promotes equitable gameplay ...
Mathias Babin, Michael Katchabaw
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Quantum Wave Function Collapse for Procedural Content Generation [PDF]
IEEE Computer Graphics and Applications13 pages, 11 ...
Raoul Heese
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Procedural Generation in Games: Focusing on Dungeons [PDF]
SHS Web of Conferences, 2022 This report is talking about the applications of procedural generation in games. There are many AI-generated games on the market, such as No Man’s Sky.
Shen Zhenyuan
doaj +1 more source
Procedural Content Generation via Knowledge Transformation (PCG-KT) [PDF]
IEEE Transactions on Games, 2023 In this article, we introduce the concept of procedural content generation via knowledge transformation (PCG-KT), a new lens and framework for characterizing PCG methods and approaches in which content generation is enabled by the process of knowledge ...
Anurag Sarkar +5 more
semanticscholar +1 more source
AI-Powered Procedural Content Generation: Enhancing NPC Behaviour for an Immersive Gaming Experience
Social Science Research NetworkYasemin Karaca +2 more
openalex +3 more sources