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
3062002
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
1532006
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
1352017
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
1242015
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
1172006
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
Multiagent learning: Basics, challenges, and prospects
K Tuyls, G Weiss
Ai Magazine 33 (3), 41-41, 2012
942012
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
922008
Evolutionary game theory and multi-agent reinforcement learning
K Tuyls, A Nowé
The Knowledge Engineering Review 20 (1), 63-90, 2005
862005
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
852006
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
792012
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
722018
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
662010
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
652017
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
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
602017
The system can't perform the operation now. Try again later.
Articles 1–20