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Procedural Content Generation via Generative Artificial Intelligence [PDF]
The attempt to utilize machine learning in PCG has been made in the past. In this survey paper, we investigate how generative artificial intelligence (AI), which saw a significant increase in interest in the mid-2010s, is being used for PCG. We review applications of generative AI for the creation of various types of content, including terrains, items,
Xinyu Mao +3 more
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Teknika, 2022 Perkembangan industri video game sangatlah pesat hingga ada banyak sekali orang yang memainkan video game. Setiap orang memiliki tingkat keterampilan yang berbeda dan memiliki kurva belajar yang unik untuk setiap video game yang mereka mainkan ...
David Saputra Octadianto Soedargo +1 more
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PCGPT: Procedural Content Generation via Transformers [PDF]
, 2023 The paper presents the PCGPT framework, an innovative approach to procedural content generation (PCG) using offline reinforcement learning and transformer networks. PCGPT utilizes an autoregressive model based on transformers to generate game levels iteratively, addressing the challenges of traditional PCG methods such as repetitive, predictable, or ...
Sajad Mohaghegh +3 more
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Procedural Content Generation for Room Maze [PDF]
Proceedings of the 2018 3rd Joint International Information Technology，Mechanical and Electronic Engineering Conference (JIMEC 2018), 2018 Hongqiao Zhang +2 more
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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
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Procedural Content Generation: Better Benchmarks for Transfer Reinforcement Learning [PDF]
2021 IEEE Conference on Games (CoG), 2021 The idea of transfer in reinforcement learning (TRL) is intriguing: being able to transfer knowledge from one problem to another problem without learning everything from scratch. This promises quicker learning and learning more complex methods. To gain an insight into the field and to detect emerging trends, we performed a database search.
Müller-Brockhausen, M.F.T. +2 more
openaire +3 more sources
Procedural Dungeon Generation: A Survey
Journal on Interactive Systems, 2021 Procedural content generation (PCG) is a method of content creation entirely or partially done by computers. PCG is popularly employed in game development to produce game content, such as maps and levels.
Breno M. F. Viana, Selan R. dos Santos
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Procedural Content Generation for Real-Time Strategy Games [PDF]
International Journal of Interactive Multimedia and Artificial Intelligence, 2015 Videogames are one of the most important and profitable sectors in the industry of entertainment. Nowadays, the creation of a videogame is often a large-scale endeavor and bears many similarities with, e.g., movie production.
Raúl Lara-Cabrera +3 more
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Procedural generation of problems for elementary math education
International Journal of Serious Games, 2021 Mathematics education plays an essential role in children’s development, and there are many online applications aimed at supporting this process. However, manually creating math problems with a variety of textual and visual content is very time-consuming
Yi Xu, Roger Smeets, Rafael Bidarra
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Microbial Content Generation for Natural Terrains in Computer Games
Frontiers in Computer Science, 2022 Procedural content generation (PCG) has been applied since several decades to fulfill various game-related design needs. Besides bio-inspired methods, living (non-human) organisms were used in computer games for various purposes, such as behavior ...
Maarten H. Lamers, Wim J. O. M. van Eck
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