Karl Tuyls

University of Liverpool, Maastricht University, Vrije Universiteit Brussel, Google DeepMind (United Kingdom)

Papers

50

Total Citations

1,770

H-Index

18

About

No biography available yet.

Research Focus

Computer science49 · 1,764 citations
Artificial intelligence48 · 1,761 citations
Robot35 · 1,029 citations
Mathematics14 · 694 citations
Machine learning13 · 665 citations
Reinforcement learning8 · 651 citations
Autonomous agent4 · 592 citations
Computer vision12 · 482 citations
Engineering17 · 443 citations
Simulation4 · 414 citations
Human–computer interaction14 · 391 citations
Swarm robotics9 · 390 citations

Key Achievements

18
H-Index
50
Papers
1,770
Total Citations
35
Avg Citations/Paper
🏆 Most Cited Paper
Evolutionary Dynamics of Multi-Agent Learning: A Survey
287 citations · 2015
📈 Most Prolific Year: 2015 (12 Papers)
🤝 Key Collaborators: 64
🏛 Institutions: University of Liverpool, Maastricht University, Vrije Universiteit Brussel, Google DeepMind (United Kingdom)

Top Papers

  1. 1
    Evolutionary Dynamics of Multi-Agent Learning: A Survey
    287 citations · 2015
  2. 2
    Minimal navigation solution for a swarm of tiny flying robots to explore an unknown environment
    266 citations · 2019
  3. 3
    Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems
    191 citations · 2016
  4. 4
    Integrating State Representation Learning Into Deep Reinforcement Learning
    118 citations · 2018
  5. 5
    Multi-robot collision avoidance with localization uncertainty
    100 citations · 2012
  6. 6
    Collision avoidance under bounded localization uncertainty
    74 citations · 2012
  7. 7
    An Overview of Cooperative and Competitive Multiagent Learning
    70 citations · 2006
  8. 8
    Frequency adjusted multi-agent Q-learning
    67 citations · 2010
  9. 9
    Decentralised Online Planning for Multi-Robot Warehouse Commissioning
    61 citations · 2017
  10. 10
    Experience selection in deep reinforcement learning for control
    57 citations · 2018

Key Collaborators

DCDaniel Claes16 shared papersDHDaniel Hennes13 shared papersSASjriek Alers13 shared papersGWGerhard Weiß12 shared papersBRBijan Ranjbar-Sahraei8 shared papersDBDaan Bloembergen8 shared papersBBBastian Broecker6 shared papersMKMichael Kaisers4 shared papersICIpek Caliskanelli4 shared papersECElisa Cucco3 shared papersSDSteven de Jong3 shared papersBSBenjamin Schnieders3 shared papersRBRobert Babuška3 shared papersFAFrans A. Oliehoek3 shared papersJFJoscha Fossel3 shared papersJKJens Kober3 shared papersTDTim de Bruin3 shared papersWVWiebe van der Hoek2 shared papersJCJoe Collenette2 shared papersPRPhilipp Robbel2 shared papers
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