Karl Tuyls
Karl Tuyls
Research Scientist, Google DeepMind and Professor of computer science, University of Liverpool
Verified email at google.com - Homepage
TitleCited byYear
Credit card fraud detection using Bayesian and neural networks
S Maes, K Tuyls, B Vanschoenwinkel, B Manderick
Proceedings of the 1st international naiso congress on neuro fuzzy …, 2002
2982002
Inference of concise DTDs from XML data
GJ Bex, F Neven, T Schwentick, K Tuyls
Proceedings of the 32nd international conference on Very large data bases …, 2006
1522006
A unified game-theoretic approach to multiagent reinforcement learning
M Lanctot, V Zambaldi, A Gruslys, A Lazaridou, K Tuyls, J Pérolat, D Silver, ...
Advances in Neural Information Processing Systems, 4190-4203, 2017
1312017
Evolutionary dynamics of multi-agent learning: A survey
D Bloembergen, K Tuyls, D Hennes, M Kaisers
Journal of Artificial Intelligence Research 53, 659-697, 2015
1232015
Cube and conquer: Guiding CDCL SAT solvers by lookaheads
MJH Heule, O Kullmann, S Wieringa, A Biere
Haifa Verification Conference, 50-65, 2011
1212011
What evolutionary game theory tells us about multiagent learning
K Tuyls, S Parsons
Artificial Intelligence 171 (7), 406-416, 2007
1192007
An evolutionary dynamical analysis of multi-agent learning in iterated games
K Tuyls, PJT Hoen, B Vanschoenwinkel
Autonomous Agents and Multi-Agent Systems 12 (1), 115-153, 2006
1162006
A selection-mutation model for q-learning in multi-agent systems
K Tuyls, K Verbeeck, T Lenaerts
Proceedings of the second international joint conference on Autonomous …, 2003
1092003
Theoretical advantages of lenient learners: An evolutionary game theoretic perspective
L Panait, K Tuyls, S Luke
Journal of Machine Learning Research 9 (Mar), 423-457, 2008
932008
Multiagent learning: Basics, challenges, and prospects
K Tuyls, G Weiss
Ai Magazine 33 (3), 41-41, 2012
862012
Evolutionary game theory and multi-agent reinforcement learning
K Tuyls, A Nowé
The Knowledge Engineering Review 20 (1), 63-90, 2005
852005
How to reach linguistic consensus: A proof of convergence for the naming game
B De Vylder, K Tuyls
Journal of theoretical biology 242 (4), 818-831, 2006
842006
Multi-robot collision avoidance with localization uncertainty
D Hennes, D Claes, W Meeussen, K Tuyls
Proceedings of the 11th International Conference on Autonomous Agents and …, 2012
762012
The evolutionary language game: An orthogonal approach
T Lenaerts, B Jansen, K Tuyls, B De Vylder
Journal of Theoretical Biology 235 (4), 566-582, 2005
702005
Frequency adjusted multi-agent Q-learning
M Kaisers, K Tuyls
Proceedings of the 9th International Conference on Autonomous Agents and …, 2010
652010
An overview of cooperative and competitive multiagent learning
PJ Hoen, K Tuyls, L Panait, S Luke, JA La Poutre
Proceedings of the First international conference on Learning and Adaption …, 2005
652005
Third sector research
R Taylor
Springer, 2010
632010
The mechanics of n-player differentiable games
D Balduzzi, S Racaniere, J Martens, J Foerster, K Tuyls, T Graepel
arXiv preprint arXiv:1802.05642, 2018
622018
Efficient optical flow and stereo vision for velocity estimation and obstacle avoidance on an autonomous pocket drone
K McGuire, G De Croon, C De Wagter, K Tuyls, H Kappen
IEEE Robotics and Automation Letters 2 (2), 1070-1076, 2017
622017
Value-decomposition networks for cooperative multi-agent learning
P Sunehag, G Lever, A Gruslys, WM Czarnecki, V Zambaldi, M Jaderberg, ...
arXiv preprint arXiv:1706.05296, 2017
562017
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