Julian Togelius

University of Essex, IT University of Copenhagen, Danish Ministry of Defence, New York University, Supélec

Papers

15

Total Citations

318

H-Index

9

About

No biography available yet.

Research Focus

Artificial intelligence15 · 318 citations
Computer science15 · 318 citations
Machine learning7 · 208 citations
Robot9 · 168 citations
Robotics6 · 155 citations
Artificial neural network4 · 148 citations
Controller (irrigation)5 · 141 citations
Evolutionary robotics4 · 128 citations
Architecture4 · 117 citations
Engineering6 · 108 citations
Control engineering2 · 83 citations
Automation1 · 80 citations

Key Achievements

9
H-Index
15
Papers
318
Total Citations
21
Avg Citations/Paper
🏆 Most Cited Paper
Evolving robust and specialized car racing skills
80 citations · 2006
📈 Most Prolific Year: 2004 (2 Papers)
🤝 Key Collaborators: 44
🏛 Institutions: University of Essex, IT University of Copenhagen, Danish Ministry of Defence, New York University, Supélec

Top Papers

  1. 1
    Evolving robust and specialized car racing skills
    80 citations · 2006
  2. 2
    Evolution of a Subsumption Architecture Neurocontroller
    59 citations · 2004
  3. 3
    Hierarchical controller learning in a First-Person Shooter
    43 citations · 2009
  4. 4
    Computational Intelligence in Racing Games
    33 citations · 2007
  5. 5
    Increasing generality in machine learning through procedural content generation
    21 citations · 2020
  6. 6
    Procedural Content Generation: From Automatically Generating Game Levels to Increasing Generality in Machine Learning.
    21 citations · 2019
  7. 7
    EvoCommander: A Novel Game Based on Evolving and Switching Between Artificial Brains
    14 citations · 2016
  8. 8
    Evolution of the layers in a subsumption architecture robot controller
    11 citations · 2003
  9. 9
    The IM-CLeVeR Project : Intrinsically Motivated Cumulative Learning Versatile Robots
    10 citations · 2009
  10. 10
    Mapping hearthstone deck spaces through MAP-elites with sliding boundaries
    7 citations · 2019

Key Collaborators

SRSebastian Risi4 shared papersSMSimon M. Lucas3 shared papersRDRenzo De Nardi2 shared papersJSJürgen Schmidhuber2 shared papersFDFernando de Mesentier Silva1 shared papersAGAndrew G. Barto1 shared papersTSTom Stafford1 shared papersBBB Baldassarre1 shared papersFGF Gomez1 shared papersPGPeter Greve1 shared papersNSNH Siddique1 shared papersNVNiels van Hoorn1 shared papersJCJoan Condell1 shared papersSDSteve Dahlskog1 shared papersCWCornelius Weber1 shared papersMHMartin Huelse1 shared papersEGEugenio Guglielmelli1 shared papersJPJan Piskur1 shared papersAKAmy K. Hoover1 shared papersMCMatthew C. Fontaine1 shared papers
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