Kenneth O. Stanley
Kenneth O. Stanley
Research Manager, OpenAI
Adresse e-mail validée de openai.com - Page d'accueil
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Evolving neural networks through augmenting topologies
KO Stanley, R Miikkulainen
Evolutionary computation 10 (2), 99-127, 2002
32352002
A hypercube-based encoding for evolving large-scale neural networks
KO Stanley, DB D'Ambrosio, J Gauci
Artificial life 15 (2), 185-212, 2009
7682009
Abandoning objectives: Evolution through the search for novelty alone
J Lehman, KO Stanley
Evolutionary computation 19 (2), 189-223, 2011
7272011
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
6912011
Compositional pattern producing networks: A novel abstraction of development
KO Stanley
Genetic programming and evolvable machines 8 (2), 131-162, 2007
6342007
A taxonomy for artificial embryogeny
KO Stanley, R Miikkulainen
Artificial Life 9 (2), 93-130, 2003
5512003
Competitive coevolution through evolutionary complexification
KO Stanley, R Miikkulainen
Journal of artificial intelligence research 21, 63-100, 2004
5092004
Efficient reinforcement learning through evolving neural network topologies
KO Stanley, R Miikkulainen
Proceedings of the 4th Annual Conference on Genetic and Evolutionary …, 2002
484*2002
Exploiting open-endedness to solve problems through the search for novelty.
J Lehman, KO Stanley
ALIFE, 329-336, 2008
4832008
Real-time neuroevolution in the NERO video game
KO Stanley, BD Bryant, R Miikkulainen
IEEE transactions on evolutionary computation 9 (6), 653-668, 2005
4682005
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
4202017
Efficient reinforcement learning through evolving neural network topologies
KO Stanley, R Miikkulainen
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO …, 2002
3382002
Efficient reinforcement learning through evolving neural network topologies
KO Stanley, R Miikkulainen
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO …, 2002
3382002
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
2762011
Efficient evolution of neural networks through complexification
KO Stanley
University of Texas at Austin, 2004
2472004
Designing neural networks through neuroevolution
KO Stanley, J Clune, J Lehman, R Miikkulainen
Nature Machine Intelligence 1 (1), 24-35, 2019
2242019
Picbreeder: evolving pictures collaboratively online
J Secretan, N Beato, DB D Ambrosio, A Rodriguez, A Campbell, ...
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems …, 2008
2132008
Automatic Content Generation in the Galactic Arms Race Video Game
EJ Hastings, RK Guha, KO Stanley
IEEE Transactions on Computational Intelligence and AI in Games 1 (4), 245-263, 2009
2012009
Evolving neural network agents in the NERO video game
KO Stanley, BD Bryant, R Miikkulainen
Proceedings of the IEEE, 182-189, 2005
2012005
Quality diversity: A new frontier for evolutionary computation
JK Pugh, LB Soros, KO Stanley
Frontiers in Robotics and AI 3, 40, 2016
1942016
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