Kenneth O. Stanley

The University of Texas at Austin, University of Central Florida, OpenAI (United States), Uber AI (United States)

Papers

33

Total Citations

2,694

H-Index

18

About

No biography available yet.

Research Focus

Artificial intelligence33 · 2,694 citations
Computer science33 · 2,694 citations
Artificial neural network20 · 1,545 citations
Neuroevolution14 · 1,443 citations
Machine learning17 · 1,360 citations
Robot15 · 1,191 citations
Mathematics7 · 1,017 citations
Reinforcement learning12 · 986 citations
Novelty5 · 809 citations
Domain (mathematical analysis)8 · 798 citations
Exploit3 · 708 citations
Epistemology3 · 706 citations

Key Achievements

18
H-Index
33
Papers
2,694
Total Citations
82
Avg Citations/Paper
🏆 Most Cited Paper
Quality Diversity: A New Frontier for Evolutionary Computation
482 citations · 2016
📈 Most Prolific Year: 2013 (4 Papers)
🤝 Key Collaborators: 34
🏛 Institutions: The University of Texas at Austin, University of Central Florida, OpenAI (United States), Uber AI (United States)

Top Papers

  1. 1
    Quality Diversity: A New Frontier for Evolutionary Computation
    482 citations · 2016
  2. 2
    Competitive Coevolution through Evolutionary Complexification
    414 citations · 2004
  3. 3
    Real-Time Neuroevolution in the NERO Video Game
    393 citations · 2005
  4. 4
    Go-Explore: a New Approach for Hard-Exploration Problems
    228 citations · 2019
  5. 5
    First return, then explore
    212 citations
  6. 6
    Efficient evolution of neural networks through complexification
    191 citations · 2004
  7. 7
    Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents
    148 citations · 2018
  8. 8
    Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents
    116 citations · 2017
  9. 9
    A novel generative encoding for exploiting neural network sensor and output geometry
    87 citations · 2007
  10. 10
    Effective diversity maintenance in deceptive domains
    56 citations · 2013

Key Collaborators

JLJoel Lehman11 shared papersRMRisto Miikkulainen9 shared papersSRSebastian Risi6 shared papersJCJeff Clune5 shared papersJKJustin K. Pugh5 shared papersDBDavid B. D’Ambrosio3 shared papersBDBobby D. Bryant2 shared papersCYCathy Yeh2 shared papersSGSkyler Goodell2 shared papersAGAliza Gold2 shared papersRMRisto Miikkulainen2 shared papersAEAdrien Ecoffet2 shared papersVMVashisht Madhavan2 shared papersJGJonathan Gordon2 shared papersFPFelipe Petroski Such2 shared papersECEdoardo Conti2 shared papersKNKamal Ndousse2 shared papersLBL. B. Soros2 shared papersJHJoost Huizinga2 shared papersIKIgor Karpov2 shared papers
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