Matthew Guzdial

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Mark RiedlProfessor of Computing, Georgia Institute of TechnologyVerified email at cc.gatech.edu
Gillian SmithAssociate Professor, Worcester Polytechnic InstituteVerified email at wpi.edu
Adam James SummervilleCalifornia State Polytechnic University, PomonaVerified email at cpp.edu
Nathan SturtevantUniversity of Alberta, Alberta Machine Intelligence Institute (Amii)Verified email at ualberta.ca
Amy K. HooverAssistant Professor of Informatics at New Jersey Institute of TechnologyVerified email at njit.edu
Boyang "Albert" LiNanyang Associate Professor, Nanyang Technological UniversityVerified email at ntu.edu.sg
Julian TogeliusAssociate Professor of Computer Science and Engineering, New York University; co-founder, modl.aiVerified email at nyu.edu
Aaron IsaksenNYUVerified email at appabove.com
Sam Snodgrassmodl.aiVerified email at modl.ai
Christoffer Holmgårdmodl.aiVerified email at holmgard.org
Andy NealenAssociate Professor of Cinematic Arts and Computer Science, USCVerified email at usc.edu
Anne SullivanAssistant Professor, Georgia Institute of TechnologyVerified email at lmc.gatech.edu
Mirjam Palosaari EladhariDocent, Stockholm UniversityVerified email at mimmi.net
Kristin SiuComputer Science Ph.D. candidate, Georgia Institute of TechnologyVerified email at gatech.edu
Brent HarrisonAssistant Professor, University of KentuckyVerified email at cs.uky.edu
Zijin LuoGeorgia Institute of TechnologyVerified email at gatech.edu
Tommy ThompsonAI and Games Ltd.Verified email at kcl.ac.uk
Duri LongResearch Scientist, Georgia Institute of TechnologyVerified email at gatech.edu
Abhishek DasResearch Scientist, Facebook AI Research (FAIR)Verified email at fb.com
R. Michael YoungProfessor and Director, Entertainment Arts and Engineering, University of UtahVerified email at eae.utah.edu

Matthew Guzdial

Assistant Professor, University of Alberta

Verified email at ualberta.ca - Homepage

Artificial Intelligence Machine Learning Games Computational Creativity


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Procedural content generation via machine learning (PCGML) A Summerville, S Snodgrass, M Guzdial, C Holmgård, AK Hoover, ... IEEE Transactions on Games 10 (3), 257-270, 2018	282	2018
Friend, collaborator, student, manager: How design of an ai-driven game level editor affects creators M Guzdial, N Liao, J Chen, SY Chen, S Shah, V Shah, J Reno, G Smith, ... Proceedings of the 2019 CHI conference on human factors in computing systems …, 2019	74	2019
Game level generation from gameplay videos M Guzdial, M Riedl Twelfth artificial intelligence and interactive digital entertainment conference, 2016	64	2016
Co-creative level design via machine learning M Guzdial, N Liao, M Riedl arXiv preprint arXiv:1809.09420, 2018	59	2018
Game engine learning from video M Guzdial, B Li, MO Riedl International Joint Conference on Artificial Intelligence (IJCAI 2017), 2017	49	2017
Toward Game Level Generation from Gameplay Videos M Guzdial, MO Riedl Foundations of Digital Games workshop on Procedural Content Generation in Games, 2015	49	2015
Learning player tailored content from observation: Platformer level generation from video traces using lstms A Summerville, M Guzdial, M Mateas, MO Riedl Twelfth artificial intelligence and interactive digital entertainment conference, 2016	47	2016
Crowdsourcing Open Interactive Narrative M Guzdial, B Harrison, B Li, MO Riedl the 10th International Conference on the Foundations of Digital Games …, 2015	36	2015
Explainable PCGML via game design patterns M Guzdial, J Reno, J Chen, G Smith, M Riedl arXiv preprint arXiv:1809.09419, 2018	32	2018
Learning to Blend Computer Game Levels M Guzdial, M Riedl Seventh International Conference on Computational Creativity, 2016	31	2016
Automated game design via conceptual expansion M Guzdial, M Riedl Proceedings of the AAAI Conference on Artificial Intelligence and …, 2018	29	2018
Deep static and dynamic level analysis: A study on infinite mario MJ Guzdial, N Sturtevant, B Li Twelfth artificial intelligence and interactive digital entertainment conference, 2016	29	2016
Evaluating singleplayer and multiplayer in human computation games K Siu, M Guzdial, MO Riedl Proceedings of the 12th International Conference on the Foundations of …, 2017	19	2017
Combinatorial Creativity for Procedural Content Generation via Machine Learning M Guzdial, MO Riedl First Knowledge Extraction from Games Workshop, 2018	18	2018
An interaction framework for studying co-creative ai M Guzdial, M Riedl arXiv preprint arXiv:1903.09709, 2019	17	2019
Player experience extraction from gameplay video Z Luo, M Guzdial, N Liao, M Riedl Fourteenth Artificial Intelligence and Interactive Digital Entertainment …, 2018	11	2018
A general level design editor for co-creative level design MJ Guzdial, J Chen, SY Chen, M Riedl Thirteenth Artificial Intelligence and Interactive Digital Entertainment …, 2017	11	2017
Entity Embedding as Game Representation N Yousefzadeh Khameneh, M Guzdial arXiv e-prints, arXiv: 2010.01685, 2020	10*	2020
Combinets: Creativity via recombination of neural networks M Guzdial, MO Riedl arXiv preprint arXiv:1802.03605, 2018	10	2018
Deep convolutional player modeling on log and level data N Liao, M Guzdial, M Riedl Proceedings of the 12th International Conference on the Foundations of …, 2017	10	2017

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