Towards Game Design via Creative Machine Learning (GDCML)

25 July 2020

Papers citing "Towards Game Design via Creative Machine Learning (GDCML)"

46 / 46 papers shown

Title
Grammar-based Game Description Generation using Large Language Models Tsunehiko Tanaka Edgar Simo-Serra 92 2 0 24 Jul 2024
Sequential Segment-based Level Generation and Blending using Variational Autoencoders Anurag Sarkar Seth Cooper 3DV 53 26 0 17 Jul 2020
Multi-Domain Level Generation and Blending with Sketches via Example-Driven BSP and Variational Autoencoders Sam Snodgrass Anurag Sarkar 75 23 0 17 Jun 2020
Jukebox: A Generative Model for Music Prafulla Dhariwal Heewoo Jun Christine Payne Jong Wook Kim Alec Radford Ilya Sutskever VLM 105 742 0 30 Apr 2020
Interactive Evolution and Exploration Within Latent Level-Design Space of Generative Adversarial Networks Jacob Schrum Jake Gutierrez Vanessa Volz Jialin Liu Simon Lucas S. Risi GAN 54 52 0 31 Mar 2020
Baba is Yáll: Collaborative Mixed-Initiative Level Design M. Charity Ahmed Khalifa Julian Togelius 47 40 0 31 Mar 2020
Interactive Constrained MAP-Elites: Analysis and Evaluation of the Expressiveness of the Feature Dimensions Alberto Alvarez S. Dahlskog J. Font Julian Togelius 76 32 0 06 Mar 2020
Controllable Level Blending between Games using Variational Autoencoders Anurag Sarkar Zhihan Yang Seth Cooper GAN DRL 46 32 0 27 Feb 2020
Conceptual Game Expansion Matthew J. Guzdial Mark O. Riedl 51 12 0 22 Feb 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 331 10,591 0 17 Feb 2020
Generative Adversarial Network Rooms in Generative Graph Grammar Dungeons for The Legend of Zelda Jake Gutierrez Jacob Schrum AI4CE GAN 38 26 0 14 Jan 2020
Integrating Automated Play in Level Co-Creation Andrew D. Hoyt Matthew J. Guzdial Yalini Kumar Gillian Smith Mark O. Riedl 22 7 0 20 Nov 2019
Aesthetics of Neural Network Art Aaron Hertzmann GAN 31 15 0 13 Mar 2019
GANSynth: Adversarial Neural Audio Synthesis Jesse Engel Kumar Krishna Agrawal Shuo Chen Ishaan Gulrajani Chris Donahue Adam Roberts 79 392 0 23 Feb 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 529 10,540 0 12 Dec 2018
Generating Black Metal and Math Rock: Beyond Bach, Beethoven, and Beatles Zack Zukowski CJ Carr 38 18 0 16 Nov 2018
Piano Genie Chris Donahue Ian Simon Sander Dieleman 52 43 0 11 Oct 2018
Large Scale GAN Training for High Fidelity Natural Image Synthesis Andrew Brock Jeff Donahue Karen Simonyan 240 5,381 0 28 Sep 2018
Co-Creative Level Design via Machine Learning Matthew J. Guzdial N. Liao Mark O. Riedl 3DV AI4CE 48 63 0 25 Sep 2018
Automated Game Design via Conceptual Expansion Matthew J. Guzdial Mark O. Riedl 47 40 0 06 Sep 2018
Manipulating Attributes of Natural Scenes via Hallucination Levent Karacan Zeynep Akata Aykut Erdem Erkut Erdem 53 23 0 22 Aug 2018
Self-Attention Generative Adversarial Networks Han Zhang Ian Goodfellow Dimitris N. Metaxas Augustus Odena GAN 131 3,720 0 21 May 2018
Evolving Mario Levels in the Latent Space of a Deep Convolutional Generative Adversarial Network Vanessa Volz Jacob Schrum Jialin Liu Simon Lucas Adam M. Smith S. Risi GAN 102 232 0 02 May 2018
DOOM Level Generation using Generative Adversarial Networks E. Giacomello P. Lanzi Daniele Loiacono GAN 53 59 0 24 Apr 2018
A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music Adam Roberts Jesse Engel Colin Raffel Curtis Hawthorne Douglas Eck BDL 59 478 0 13 Mar 2018
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 154 9,390 0 09 Feb 2018
Latent Constraints: Learning to Generate Conditionally from Unconditional Generative Models Jesse Engel Matthew Hoffman Adam Roberts DRL 60 140 0 15 Nov 2017
MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment Hao-Wen Dong Wen-Yi Hsiao Li-Chia Yang Yi-Hsuan Yang MGen GAN 95 544 0 19 Sep 2017
Deep Learning Techniques for Music Generation -- A Survey Jean-Pierre Briot Gaëtan Hadjeres F. Pachet MGen 71 301 0 05 Sep 2017
Exploring the structure of a real-time, arbitrary neural artistic stylization network Golnaz Ghiasi Honglak Lee M. Kudlur Vincent Dumoulin Jonathon Shlens 69 291 0 18 May 2017
Neural Style Transfer: A Review Yongcheng Jing Yezhou Yang Zunlei Feng Jingwen Ye Yizhou Yu Xiuming Zhang 62 734 0 11 May 2017
MidiNet: A Convolutional Generative Adversarial Network for Symbolic-domain Music Generation Li-Chia Yang Szu-Yu Chou Yi-Hsuan Yang GAN MGen 121 462 0 31 Mar 2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 175 4,349 0 20 Mar 2017
Procedural Content Generation via Machine Learning (PCGML) A. Summerville Sam Snodgrass Matthew J. Guzdial Christoffer Holmgård Amy K. Hoover Aaron Isaksen Andy Nealen Julian Togelius 3DV 63 389 0 02 Feb 2017
DeepBach: a Steerable Model for Bach Chorales Generation Gaëtan Hadjeres F. Pachet Frank Nielsen 71 438 0 03 Dec 2016
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 311 19,612 0 21 Nov 2016
Song From PI: A Musically Plausible Network for Pop Music Generation Hang Chu R. Urtasun Sanja Fidler MGen 59 137 0 10 Nov 2016
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 362 7,381 0 12 Sep 2016
The VGLC: The Video Game Level Corpus A. Summerville Sam Snodgrass Michael Mateas Santiago Ontañón 47 120 0 23 Jun 2016
Texture Networks: Feed-forward Synthesis of Textures and Stylized Images Dmitry Ulyanov V. Lebedev Andrea Vedaldi Victor Lempitsky 3DH 54 946 0 10 Mar 2016
Learning to Blend Computer Game Levels Matthew J. Guzdial Mark O. Riedl 35 34 0 08 Mar 2016
Semantic Style Transfer and Turning Two-Bit Doodles into Fine Artworks A. Champandard GAN 61 248 0 05 Mar 2016
Super Mario as a String: Platformer Level Generation Via LSTMs A. Summerville Michael Mateas 63 149 0 02 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.0K 193,426 0 10 Dec 2015
A Neural Algorithm of Artistic Style Leon A. Gatys Alexander S. Ecker Matthias Bethge GAN 79 2,855 0 26 Aug 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.4K 100,213 0 04 Sep 2014