Procedural Content Generation via Machine Learning (PCGML)

2 February 2017

Papers citing "Procedural Content Generation via Machine Learning (PCGML)"

50 / 59 papers shown

Title
Simulation-Driven Balancing of Competitive Game Levels with Reinforcement Learning Florian Rupp Manuel Eberhardinger Kai Eckert 58 2 0 24 Mar 2025
IPCGRL: Language-Instructed Reinforcement Learning for Procedural Level Generation In-Chang Baek Sung-Hyun Kim Seo-Young Lee Dong-Hyeun Kim Kyung-Joong Kim 56 0 0 16 Mar 2025
Axiomatic Explainer Globalness via Optimal Transport Davin Hill Josh Bone A. Masoomi Max Torop Jennifer Dy 102 1 0 13 Mar 2025
Measuring Diversity of Game Scenarios Yuchen Li Ziqi Wang Qingquan Zhang Jialin Liu Jiaheng Liu 63 2 0 17 Jan 2025
Moonshine: Distilling Game Content Generators into Steerable Generative Models Yuhe Nie Michael Middleton Tim Merino Nidhushan Kanagaraja Ashutosh Kumar Zhan Zhuang Julian Togelius 50 0 0 18 Aug 2024
Grammar-based Game Description Generation using Large Language Models Tsunehiko Tanaka Edgar Simo-Serra 59 2 0 24 Jul 2024
Not All the Same: Understanding and Informing Similarity Estimation in Tile-Based Video Games Sebastian Berns Vanessa Volz L. Tokarchuk Sam Snodgrass Christian Guckelsberger 39 1 0 28 Feb 2024
PCGPT: Procedural Content Generation via Transformers Sajad Mohaghegh Mohammad Amin Ramezan Dehnavi Golnoosh Abdollahinejad Matin Hashemi ViT 16 2 0 03 Oct 2023
Active Learning for Classifying 2D Grid-Based Level Completability Mahsa Bazzaz Seth Cooper 16 5 0 08 Sep 2023
Solving Witness-type Triangle Puzzles Faster with an Automatically Learned Human-Explainable Predicate J. Stevens V. Bulitko David Thue 16 1 0 04 Aug 2023
Procedural content generation of puzzle games using conditional generative adversarial networks Andreas Hald J. Hansen J. Kristensen Paolo Burelli GAN 14 14 0 26 Jun 2023
Level Generation Through Large Language Models Graham Todd Sam Earle Muhammad Umair Nasir M. Green Julian Togelius 19 73 0 11 Feb 2023
Hierarchically Composing Level Generators for the Creation of Complex Structures Michael Beukman Manuel A. Fokam Marcel Kruger Guy Axelrod Muhammad Umair Nasir Branden Ingram Benjamin Rosman Steven D. James 32 9 0 03 Feb 2023
Developing a Framework for Heterotopias as Discursive Playgrounds: A Comparative Analysis of Non-Immersive and Immersive Technologies Elif Hilal Korkut Elif Surer 8 4 0 20 Jan 2023
Clustering-based Tile Embedding (CTE): A General Representation for Level Design with Skewed Tile Distributions Mrunal Jadhav Matthew J. Guzdial 13 1 0 23 Oct 2022
tile2tile: Learning Game Filters for Platformer Style Transfer Anurag Sarkar Seth Cooper CLIP 11 4 0 15 Aug 2022
Combining Evolutionary Search with Behaviour Cloning for Procedurally Generated Content Nicholas Muir Steven D. James 19 0 0 29 Jul 2022
GriddlyJS: A Web IDE for Reinforcement Learning C. Bamford Minqi Jiang Mikayel Samvelyan Tim Rocktaschel OnRL 38 4 0 13 Jul 2022
Online Game Level Generation from Music Ziqi Wang Jialin Liu 29 2 0 12 Jul 2022
Deep Surrogate Assisted Generation of Environments Varun Bhatt Bryon Tjanaka Matthew C. Fontaine Stefanos Nikolaidis 48 35 0 09 Jun 2022
Procedural Content Generation using Neuroevolution and Novelty Search for Diverse Video Game Levels Michael Beukman C. Cleghorn Steven D. James 21 15 0 14 Apr 2022
On Linking Level Segments Colan F. Biemer Seth Cooper 23 7 0 09 Mar 2022
Baba is Yáll 2.0: Design and Investigation of a Collaborative Mixed-Initiative System M. Charity Isha Dave Ahmed Khalifa Julian Togelius 18 8 0 03 Mar 2022
Evolving Curricula with Regret-Based Environment Design Jack Parker-Holder Minqi Jiang Michael Dennis Mikayel Samvelyan Jakob N. Foerster Edward Grefenstette Tim Rocktaschel 31 116 0 02 Mar 2022
GenéLive! Generating Rhythm Actions in Love Live! Atsushi Takada Daichi Yamazaki Likun Liu Yudai Yoshida Nyamkhuu Ganbat T. Shimotomai Taiga Yamamoto Daisuke Sakurai Naoki Hamada VLM 25 4 0 25 Feb 2022
The Impact of Visualizing Design Gradients for Human Designers Matthew J. Guzdial Nathan R Sturtevant Carolyn Yang 25 3 0 07 Oct 2021
Tile Embedding: A General Representation for Procedural Level Generation via Machine Learning Mrunal Jadhav Matthew J. Guzdial AI4TS 9 10 0 07 Oct 2021
Generating Lode Runner Levels by Learning Player Paths with LSTMs Kynan Sorochan Jerry Chen Yu Matthew J. Guzdial 13 8 0 27 Jul 2021
TaikoNation: Patterning-focused Chart Generation for Rhythm Action Games Emily Halina Matthew J. Guzdial 16 10 0 26 Jul 2021
Comparing PCG metrics with Human Evaluation in Minecraft Settlement Generation Jean-Baptiste Hervé Christoph Salge 11 12 0 06 Jul 2021
Experience-Driven PCG via Reinforcement Learning: A Super Mario Bros Study Tianye Shu Jialin Liu Georgios N. Yannakakis 25 40 0 30 Jun 2021
Discovering Generalizable Skills via Automated Generation of Diverse Tasks Kuan Fang Yuke Zhu Silvio Savarese Li Fei-Fei 46 6 0 26 Jun 2021
On the Importance of Environments in Human-Robot Coordination Matthew C. Fontaine Ya-Chuan Hsu Yulun Zhang Bryon Tjanaka Stefanos Nikolaidis 31 55 0 21 Jun 2021
Dungeon and Platformer Level Blending and Generation using Conditional VAEs Anurag Sarkar Seth Cooper DiffM 16 14 0 17 Jun 2021
AI in (and for) Games K. Karpouzis George Tsatiris 11 2 0 07 May 2021
MarioNette: Self-Supervised Sprite Learning Dmitriy Smirnov Michael Gharbi Matthew Fisher Vitor Campagnolo Guizilini Alexei A. Efros Justin Solomon SSL OCL 74 37 0 29 Apr 2021
Level Generation for Angry Birds with Sequential VAE and Latent Variable Evolution Takumi Tanabe Kazuto Fukuchi Jun Sakuma Youhei Akimoto 19 11 0 13 Apr 2021
SuSketch: Surrogate Models of Gameplay as a Design Assistant Panagiotis Migkotzidis Antonios Liapis 15 13 0 22 Mar 2021
10 Years of the PCG workshop: Past and Future Trends Antonios Liapis 3DV 54 21 0 21 Mar 2021
Generating and Blending Game Levels via Quality-Diversity in the Latent Space of a Variational Autoencoder Anurag Sarkar Seth Cooper 18 30 0 24 Feb 2021
Applied Machine Learning for Games: A Graduate School Course Yilei Zeng Aayush Shah Jameson Thai M. Zyda AI4CE 9 3 0 30 Nov 2020
Mixed-Initiative Level Design with RL Brush Omar Delarosa Hang Dong Mindy Ruan Ahmed Khalifa Julian Togelius 21 27 0 06 Aug 2020
Sequential Segment-based Level Generation and Blending using Variational Autoencoders Anurag Sarkar Seth Cooper 3DV 19 26 0 17 Jul 2020
Tabletop Roleplaying Games as Procedural Content Generators Matthew J. Guzdial Devina Acharya M. Kreminski Michael Cook M. Eladhari Antonios Liapis Anne Sullivan 25 12 0 12 Jul 2020
Capturing Local and Global Patterns in Procedural Content Generation via Machine Learning Vanessa Volz Niels Justesen Sam Snodgrass S. Asadi Sami Purmonen Christoffer Holmgård Julian Togelius S. Risi 19 10 0 26 May 2020
Finding Game Levels with the Right Difficulty in a Few Trials through Intelligent Trial-and-Error Miguel González Duque Rasmus Berg Palm David R Ha S. Risi 23 32 0 15 May 2020
A Novel CNet-assisted Evolutionary Level Repairer and Its Applications to Super Mario Bros Tianye Shu Ziqi Wang Jialin Liu Xin Yao 20 12 0 13 May 2020
Baba is Yáll: Collaborative Mixed-Initiative Level Design M. Charity Ahmed Khalifa Julian Togelius 18 40 0 31 Mar 2020
Learning the Designer's Preferences to Drive Evolution Alberto Alvarez J. Font 21 8 0 06 Mar 2020
Mech-Elites: Illuminating the Mechanic Space of GVGAI M. Charity M. Green Ahmed Khalifa Julian Togelius 11 25 0 11 Feb 2020