Sebastian Risi

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Julian TogeliusAssociate Professor of Computer Science and Engineering, New York University; co-founder, modl.aiVerified email at nyu.edu
Kenneth O. StanleyResearch Manager, OpenAIVerified email at openai.com
Niels JustesenAI Researcher at modl.aiVerified email at modl.ai
Joel LehmanNepheshVerified email at nephesh.life
David B. D'AmbrosioGoogleVerified email at eecs.ucf.edu
Jacob SchrumSouthwestern UniversityVerified email at southwestern.edu
Kasper StoyProfessor, IT University of CopenhagenVerified email at itu.dk
Andres FaiñaIT University of CopenhagenVerified email at itu.dk
Marco ScireaAssociate Professor, University of Southern DenmarkVerified email at mmmi.sdu.dk
Peter Werner EklundDeakin, ITU, WollongongVerified email at deakin.edu.au
Antonios LiapisUniversity of MaltaVerified email at um.edu.mt
Jeff CluneProfessor, Comp. Sci.,U British Columbia; CIFAR AI Chair, Vector; Senior Research Advisor, DeepMindVerified email at ubc.ca
Payam ZahadatAssociate Professor, IT University of CopenhagenVerified email at itu.dk
Charlie HughesProfessor of Computer Science, University of Central FloridaVerified email at ucf.edu
Mostafa WahbyPostdoc, Universität zu LübeckVerified email at iti.uni-luebeck.de
Heiko HamannProfessor, University of Konstanz, GermanyVerified email at uni-konstanz.de
Thomas SchmicklInstitute of Biology, Artificial Life Lab, University of GrazVerified email at thomasschmickl.science
Phil AyresAssociate Professor, CITA | Centre for Information Technology and Architecture, The Royal DanishVerified email at karch.dk
Hod LipsonProfessor of Mechanical Engineering, Columbia UniversityVerified email at columbia.edu
Serge KernbachCYBRES GmbH, Research Center of Advanced Robotics and Environmental ScienceVerified email at cybertronica.de.com

Sebastian Risi

Professor, IT University of Copenhagen

Verified email at itu.dk - Homepage

Artificial Intelligence Neural Networks Neuroevolution Artificial Life


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Deep learning for video game playing N Justesen, P Bontrager, J Togelius, S Risi IEEE Transactions on Games 12 (1), 1-20, 2019	326	2019
Explainable AI for designers: A human-centered perspective on mixed-initiative co-creation J Zhu, A Liapis, S Risi, R Bidarra, GM Youngblood 2018 IEEE conference on computational intelligence and games (CIG), 1-8, 2018	304	2018
Evolving mario levels in the latent space of a deep convolutional generative adversarial network V Volz, J Schrum, J Liu, SM Lucas, A Smith, S Risi Proceedings of the genetic and evolutionary computation conference, 221-228, 2018	289	2018
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	262*	2018
Neuroevolution in games: State of the art and open challenges S Risi, J Togelius IEEE Transactions on Computational Intelligence and AI in Games 9 (1), 25-41, 2015	202	2015
Biological underpinnings for lifelong learning machines D Kudithipudi, M Aguilar-Simon, J Babb, M Bazhenov, D Blackiston, ... Nature Machine Intelligence 4 (3), 196-210, 2022	192	2022
Deep learning for procedural content generation J Liu, S Snodgrass, A Khalifa, S Risi, GN Yannakakis, J Togelius Neural Computing and Applications 33 (1), 19-37, 2021	171	2021
Born to learn: the inspiration, progress, and future of evolved plastic artificial neural networks A Soltoggio, KO Stanley, S Risi Neural Networks 108, 48-67, 2018	169	2018
Increasing generality in machine learning through procedural content generation S Risi, J Togelius Nature Machine Intelligence 2 (8), 428-436, 2020	167*	2020
Indirectly encoding neural plasticity as a pattern of local rules S Risi, KO Stanley International conference on simulation of adaptive behavior, 533-543, 2010	119	2010
How novelty search escapes the deceptive trap of learning to learn S Risi, SD Vanderbleek, CE Hughes, KO Stanley Proceedings of the 11th Annual conference on Genetic and evolutionary …, 2009	113	2009
Bootstrapping conditional gans for video game level generation RR Torrado, A Khalifa, MC Green, N Justesen, S Risi, J Togelius 2020 IEEE Conference on Games (CoG), 41-48, 2020	112	2020
Evolving plastic neural networks with novelty search S Risi, CE Hughes, KO Stanley Adaptive Behavior 18 (6), 470-491, 2010	110	2010
An enhanced hypercube-based encoding for evolving the placement, density, and connectivity of neurons S Risi, KO Stanley Artificial life 18 (4), 331-363, 2012	106	2012
MarioGPT: Open-Ended Text2Level Generation through Large Language Models SR Shyam Sudhakaran, Miguel González-Duque, Claire Glanois, Matthias ... arXiv e-prints, arXiv: 2302.05981, 2023	95*	2023
Deep interactive evolution P Bontrager, W Lin, J Togelius, S Risi Computational Intelligence in Music, Sound, Art and Design: 7th …, 2018	91	2018
Meta-learning through hebbian plasticity in random networks E Najarro, S Risi Advances in Neural Information Processing Systems 33, 20719-20731, 2020	90	2020
Learning macromanagement in starcraft from replays using deep learning N Justesen, S Risi 2017 IEEE Conference on Computational Intelligence and Games (CIG), 162-169, 2017	90	2017
Combining search-based procedural content generation and social gaming in the petalz video game S Risi, J Lehman, D D'Ambrosio, R Hall, K Stanley Proceedings of the AAAI Conference on Artificial Intelligence and …, 2012	83	2012
From chess and atari to starcraft and beyond: How game ai is driving the world of ai S Risi, M Preuss KI-Künstliche Intelligenz 34 (1), 7-17, 2020	78	2020

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