Kenneth O. Stanley

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Joel LehmanNepheshVerified email at nephesh.life
Risto MiikkulainenProfessor of Computer Science, the University of Texas at AustinVerified email at cs.utexas.edu
Jeff CluneProfessor, Comp. Sci.,U British Columbia; CIFAR AI Chair, Vector; Senior Research Advisor, DeepMindVerified email at ubc.ca
Sebastian RisiProfessor, IT University of CopenhagenVerified email at itu.dk
David B. D'AmbrosioGoogleVerified email at eecs.ucf.edu
Lisa B. SorosRoman Family Teaching and Research Fellow, Barnard CollegeVerified email at barnard.edu
Justin K. PughUniversity of Central FloridaVerified email at cs.ucf.edu
Jason GauciEngineering Director, Argo AIVerified email at argo.ai
Paul SzerlipGraduate Research Assistant, University of Central FloridaVerified email at knights.ucf.edu
Bobby D. BryantUniversity of Nevada, RenoVerified email at unr.edu
Erin HastingsUniversity of Central FloridaVerified email at alionscience.com
Amy K. HooverAssistant Professor of Informatics at New Jersey Institute of TechnologyVerified email at njit.edu
Julian TogeliusAssociate Professor of Computer Science and Engineering, New York University; co-founder, modl.aiVerified email at nyu.edu
Georgios N. YannakakisProfessor, Director, Inst. of Digital Games, University of Malta | modl.aiVerified email at um.edu.mt
Charles OfriaMichigan State UniversityVerified email at cse.msu.edu
Igor V. KarpovGraduate Student, The University of Texas at AustinVerified email at cs.utexas.edu
Andrea SoltoggioComputer Science Department, Loughborough UniversityVerified email at lboro.ac.uk
Phillip VerbancsicsGoogleVerified email at knights.ucf.edu
Joseph ReisingerThe University of Texas at AustinVerified email at cs.utexas.edu
Charlie HughesProfessor of Computer Science, University of Central FloridaVerified email at ucf.edu

Kenneth O. Stanley

Research Manager, OpenAI

Verified email at openai.com - Homepage

Artificial Intelligence Open-Endedness Neuroevolution Evolutionary Computation Artificial Life


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Evolving neural networks through augmenting topologies KO Stanley, R Miikkulainen Evolutionary computation 10 (2), 99-127, 2002	4693	2002
Abandoning objectives: Evolution through the search for novelty alone J Lehman, KO Stanley Evolutionary computation 19 (2), 189-223, 2011	1241	2011
A hypercube-based encoding for evolving large-scale neural networks KO Stanley, DB D'Ambrosio, J Gauci Artificial life 15 (2), 185-212, 2009	1149	2009
Compositional pattern producing networks: A novel abstraction of development KO Stanley Genetic programming and evolvable machines 8, 131-162, 2007	998	2007
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	966	2011
Deep neuroevolution: Genetic algorithms are a competitive alternative for training deep neural networks for reinforcement learning FP Such, V Madhavan, E Conti, J Lehman, KO Stanley, J Clune arXiv preprint arXiv:1712.06567, 2017	958	2017
Designing neural networks through neuroevolution KO Stanley, J Clune, J Lehman, R Miikkulainen Nature Machine Intelligence 1 (1), 24-35, 2019	813	2019
Exploiting open-endedness to solve problems through the search for novelty. J Lehman, KO Stanley ALIFE, 329-336, 2008	724	2008
Efficient reinforcement learning through evolving neural network topologies KO Stanley, R Miikkulainen Proceedings of the Genetic and Evolutionary Computation Conference (GECCO …, 2002	623*	2002
Quality diversity: A new frontier for evolutionary computation JK Pugh, LB Soros, KO Stanley Frontiers in Robotics and AI 3, 202845, 2016	610	2016
A taxonomy for artificial embryogeny KO Stanley, R Miikkulainen Artificial life 9 (2), 93-130, 2003	610	2003
Evolving a diversity of virtual creatures through novelty search and local competition J Lehman, KO Stanley Proceedings of the 13th annual conference on Genetic and evolutionary …, 2011	575	2011
Competitive coevolution through evolutionary complexification KO Stanley, R Miikkulainen Journal of artificial intelligence research 21, 63-100, 2004	572	2004
Real-time neuroevolution in the NERO video game KO Stanley, BD Bryant, R Miikkulainen IEEE transactions on evolutionary computation 9 (6), 653-668, 2005	530	2005
Go-explore: a new approach for hard-exploration problems A Ecoffet, J Huizinga, J Lehman, KO Stanley, J Clune arXiv preprint arXiv:1901.10995, 2019	465	2019
Improving exploration in evolution strategies for deep reinforcement learning via a population of novelty-seeking agents E Conti, V Madhavan, F Petroski Such, J Lehman, K Stanley, J Clune Advances in neural information processing systems 31, 2018	435	2018
First return, then explore A Ecoffet, J Huizinga, J Lehman, KO Stanley, J Clune Nature 590 (7847), 580-586, 2021	420	2021
Efficient reinforcement learning through evolving neural network topologies KO Stanley, R Miikkulainen Proceedings of the Genetic and Evolutionary Computation Conference (GECCO …, 2002	387	2002
The surprising creativity of digital evolution: A collection of anecdotes from the evolutionary computation and artificial life research communities J Lehman, J Clune, D Misevic, C Adami, L Altenberg, J Beaulieu, ... Artificial life 26 (2), 274-306, 2020	371	2020
Paired open-ended trailblazer (poet): Endlessly generating increasingly complex and diverse learning environments and their solutions R Wang, J Lehman, J Clune, KO Stanley arXiv preprint arXiv:1901.01753, 2019	279	2019

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