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
Simon LucasProfessor of Artificial Intelligence, Queen Mary University of LondonVerified email at qmul.ac.uk
Noor ShakerAssistant Prof., Aalborg University CopenhagenVerified email at create.aau.dk
Antonios LiapisUniversity of MaltaVerified email at um.edu.mt
Sebastian RisiProfessor, IT University of CopenhagenVerified email at itu.dk
Andy NealenAssociate Professor of Cinematic Arts and Computer Science, USCVerified email at usc.edu
Michael Cerny GreenPh.D. | Technical PM of Data and AI | Hitachi Solutions AmericaVerified email at nyu.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
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
Tom SchaulSenior Staff Scientist, DeepMindVerified email at nyu.edu
Gabriella A. B. BarrosNew York UniversityVerified email at nyu.edu
Rodrigo CanaanAssistant Professor, Cal Poly State UniversityVerified email at nyu.edu
Tobias MahlmannModl.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	863	2011
Procedural Content Generation In Games N Shaker, J Togelius, MJ Nelson Springer, 2016	757	2016
Experience-driven procedural content generation GN Yannakakis, J Togelius IEEE Transactions on Affective Computing 2 (3), 147-161, 2011	597	2011
Artificial intelligence and games GN Yannakakis, J Togelius Springer 2, 2475-1502, 2018	591	2018
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	379	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	367	2007
An experiment in automatic game design J Togelius, J Schmidhuber 2008 IEEE Symposium On Computational Intelligence and Games, 111-118, 2008	312	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	309	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	295	2010
Sentient sketchbook: computer-assisted game level authoring A Liapis, GN Yannakakis, J Togelius ACM, 2013	285	2013
Deep learning for video game playing N Justesen, P Bontrager, J Togelius, S Risi IEEE Transactions on Games 12 (1), 1-20, 2019	275	2019
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	265	2015
Alphastar: An evolutionary computation perspective K Arulkumaran, A Cully, J Togelius Proceedings of the genetic and evolutionary computation conference companion …, 2019	257	2019
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	243	2014
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	242	2011
Modeling player experience in super mario bros C Pedersen, J Togelius, GN Yannakakis 2009 IEEE Symposium on Computational Intelligence and Games, 132-139, 2009	235	2009
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	229	2010
The 2009 mario ai competition J Togelius, S Karakovskiy, R Baumgarten IEEE Congress on Evolutionary Computation, 1-8, 2010	225	2010
The mario ai benchmark and competitions S Karakovskiy, J Togelius IEEE Transactions on Computational Intelligence and AI in Games 4 (1), 55-67, 2012	220	2012
Illuminating generalization in deep reinforcement learning through procedural level generation N Justesen, RR Torrado, P Bontrager, A Khalifa, J Togelius, S Risi arXiv preprint arXiv:1806.10729, 2018	214	2018

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