Julian Togelius

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Georgios N. YannakakisProfessor, Director, Inst. of Digital Games, University of Malta | modl.aiVerified email at um.edu.mt
Ahmed KhalifaUniversity of MaltaVerified email at um.edu.mt
Noor ShakerAssistant Prof., Aalborg University CopenhagenVerified email at create.aau.dk
Simon LucasProfessor of Artificial Intelligence, Queen Mary University of LondonVerified email at qmul.ac.uk
Antonios LiapisUniversity of MaltaVerified email at um.edu.mt
Sebastian RisiProfessor, IT University of CopenhagenVerified email at itu.dk
Michael Cerny GreenPh.D. | Director of Product Management | Hitachi Solutions AmericaVerified email at nyu.edu
Andy NealenAssociate Professor of Cinematic Arts and Computer Science, USCVerified email at usc.edu
Christoffer Holmgårdmodl.aiVerified email at holmgard.org
Philip BontragerPh.D. ML Engineer at MetaVerified email at nyu.edu
Mark J. NelsonAmerican UniversityVerified email at american.edu
Diego Perez-LiebanaQueen Mary University of LondonVerified email at qmul.ac.uk
Mike PreussUniversiteit LeidenVerified email at liacs.leidenuniv.nl
Sam EarleNew York University Tandon School of EngineeringVerified email at nyu.edu
Juergen SchmidhuberKing Abdullah University of Science and Technology / The Swiss AI Lab, IDSIA / University of LuganoVerified email at kaust.edu.sa
Aaron IsaksenNYUVerified email at appabove.com
Amy K. HooverAssistant Professor of Informatics at New Jersey Institute of TechnologyVerified email at njit.edu
Rodrigo CanaanAssistant Professor, Cal Poly State UniversityVerified email at nyu.edu
Tom SchaulSenior Staff Scientist, DeepMindVerified email at nyu.edu
Niels JustesenAI Researcher at modl.aiVerified email at modl.ai

Julian Togelius

Associate Professor of Computer Science and Engineering, New York University; co-founder, modl.ai

Verified email at nyu.edu - Homepage

Artificial Intelligence Games Evolutionary Computation Game AI Procedural Content Generation


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Search-based procedural content generation: A taxonomy and survey J Togelius, GN Yannakakis, KO Stanley, C Browne IEEE Transactions on Computational Intelligence and AI in Games 3 (3), 172-186, 2011	969	2011
Procedural Content Generation In Games N Shaker, J Togelius, MJ Nelson Springer, 2016	948*	2016
Artificial intelligence and games GN Yannakakis, J Togelius Springer, 2018	749	2018
Experience-driven procedural content generation GN Yannakakis, J Togelius IEEE Transactions on Affective Computing 2 (3), 147-161, 2011	649	2011
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	484	2018
Towards automatic personalised content creation for racing games J Togelius, R De Nardi, SM Lucas 2007 IEEE Symposium on Computational Intelligence and Games, 252-259, 2007	390	2007
Deep learning for video game playing N Justesen, P Bontrager, J Togelius, S Risi IEEE Transactions on Games 12 (1), 1-20, 2019	353	2019
An experiment in automatic game design J Togelius, J Schmidhuber 2008 IEEE Symposium On Computational Intelligence and Games, 111-118, 2008	335	2008
Modeling player experience for content creation C Pedersen, J Togelius, GN Yannakakis IEEE Transactions on Computational Intelligence and AI in Games 2 (1), 54-67, 2010	333	2010
Towards automatic personalized content generation for platform games N Shaker, G Yannakakis, J Togelius Proceedings of the AAAI Conference on Artificial Intelligence and …, 2010	319	2010
Sentient sketchbook: computer-assisted game level authoring A Liapis, GN Yannakakis, J Togelius ACM, 2013	316	2013
Alphastar: An evolutionary computation perspective K Arulkumaran, A Cully, J Togelius Proceedings of the genetic and evolutionary computation conference companion …, 2019	306	2019
What is procedural content generation? Mario on the borderline J Togelius, E Kastbjerg, D Schedl, GN Yannakakis Proceedings of the 2nd international workshop on procedural content …, 2011	288	2011
The 2014 General Video Game Playing Competition D Perez, S Samothrakis, J Togelius, T Schaul, S Lucas, A Couëtoux, ... IEEE Transactions on Computational Intelligence and AI in Games, 2015	275	2015
A panorama of artificial and computational intelligence in games GN Yannakakis, J Togelius IEEE Transactions on Computational Intelligence and AI in Games 7 (4), 317-335, 2014	269	2014
Cellular automata for real-time generation of infinite cave levels L Johnson, GN Yannakakis, J Togelius Proceedings of the 2010 Workshop on Procedural Content Generation in Games, 1-4, 2010	261	2010
DeepMasterPrints: Generating MasterPrints for Dictionary Attacks via Latent Variable Evolution^* P Bontrager, A Roy, J Togelius, N Memon, A Ross 2018 IEEE 9th International Conference on Biometrics Theory, Applications …, 2018	260*	2018
The 2009 mario ai competition J Togelius, S Karakovskiy, R Baumgarten IEEE Congress on Evolutionary Computation, 1-8, 2010	248	2010
Modeling player experience in super mario bros C Pedersen, J Togelius, GN Yannakakis 2009 IEEE Symposium on Computational Intelligence and Games, 132-139, 2009	248	2009
The mario ai benchmark and competitions S Karakovskiy, J Togelius IEEE Transactions on Computational Intelligence and AI in Games 4 (1), 55-67, 2012	244	2012

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