Общедоступные статьи - Karl TuylsПодробнее...
30 статей доступны в некоторых источниках
Minimal navigation solution for a swarm of tiny flying robots to explore an unknown environment
KN McGuire, C De Wagter, K Tuyls, HJ Kappen, GCHE de Croon
Science Robotics 4 (35), eaaw9710, 2019
Финансирование: Netherlands Organisation for Scientific Research
α-Rank: Multi-Agent Evaluation by Evolution
S Omidshafiei, C Papadimitriou, G Piliouras, K Tuyls, M Rowland, ...
Scientific reports 9 (1), 9937, 2019
Финансирование: US National Science Foundation
Integrating state representation learning into deep reinforcement learning
T De Bruin, J Kober, K Tuyls, R Babuška
IEEE Robotics and Automation Letters 3 (3), 1394-1401, 2018
Финансирование: Netherlands Organisation for Scientific Research
A comparative study of bug algorithms for robot navigation
KN McGuire, GCHE de Croon, K Tuyls
Robotics and Autonomous Systems 121, 103261, 2019
Финансирование: Netherlands Organisation for Scientific Research
The importance of experience replay database composition in deep reinforcement learning
T De Bruin, J Kober, K Tuyls, R Babuška
Deep reinforcement learning workshop, NIPS, 2015
Финансирование: Netherlands Organisation for Scientific Research
Decentralised online planning for multi-robot warehouse commissioning
D Claes, F Oliehoek, H Baier, K Tuyls
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent …, 2017
Финансирование: Netherlands Organisation for Scientific Research
From poincaré recurrence to convergence in imperfect information games: Finding equilibrium via regularization
J Perolat, R Munos, JB Lespiau, S Omidshafiei, M Rowland, P Ortega, ...
International Conference on Machine Learning, 8525-8535, 2021
Финансирование: A*Star, Singapore, National Research Foundation, Singapore
Experience selection in deep reinforcement learning for control
T De Bruin, J Kober, K Tuyls, R Babuška
Journal of Machine Learning Research 19 (9), 1-56, 2018
Финансирование: Netherlands Organisation for Scientific Research
Improved deep reinforcement learning for robotics through distribution-based experience retention
T de Bruin, J Kober, K Tuyls, R Babuška
2016 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2016
Финансирование: Netherlands Organisation for Scientific Research
Factored four way conditional restricted boltzmann machines for activity recognition
DC Mocanu, HB Ammar, D Lowet, K Driessens, A Liotta, G Weiss, K Tuyls
Pattern Recognition Letters 66, 100-108, 2015
Финансирование: European Commission
Navigating the landscape of multiplayer games
S Omidshafiei, K Tuyls, WM Czarnecki, FC Santos, M Rowland, J Connor, ...
Nature communications 11 (1), 5603, 2020
Финансирование: Fundação para a Ciência e a Tecnologia, Portugal
Switching dynamics of multi-agent learning.
P Vrancx, K Tuyls, RL Westra, A Nowé
AAMAS (1) 2008, 307-313, 2008
Финансирование: Research Foundation (Flanders)
Bayes-Relational Learning of Opponent Models from Incomplete Information in No-Limit Poker.
MJV Ponsen, J Ramon, T Croonenborghs, K Driessens, K Tuyls
AAAI, 1485-1486, 2008
Финансирование: Research Foundation (Flanders)
Markov security games: Learning in spatial security problems
R Klima, K Tuyls, F Oliehoek
NIPS workshop on learning, inference and control of multi-agent systems, 1-8, 2016
Финансирование: Netherlands Organisation for Scientific Research
Distributed cooperation in wireless sensor networks
M Mihaylov, YA Le Borgne, K Tuyls, A Nowé
The 10th International Conference on Autonomous Agents and Multiagent …, 2011
Финансирование: Research Foundation (Flanders)
SA-IGA: a multiagent reinforcement learning method towards socially optimal outcomes
C Zhang, X Li, J Hao, S Chen, K Tuyls, W Xue, Z Feng
Autonomous Agents and Multi-Agent Systems 33, 403-429, 2019
Финансирование: National Natural Science Foundation of China
Reinforcement learning for self-organizing wake-up scheduling in wireless sensor networks
M Mihaylov, YA Le Borgne, K Tuyls, A Nowé
Agents and Artificial Intelligence: Third International Conference, ICAART …, 2013
Финансирование: Research Foundation (Flanders)
Entity resolution in disjoint graphs: an application on genealogical data
H Rahmani, B Ranjbar-Sahraei, G Weiss, K Tuyls
Intelligent Data Analysis 20 (2), 455-475, 2016
Финансирование: Netherlands Organisation for Scientific Research
Off-policy experience retention for deep actor-critic learning
T de Bruin, J Kober, K Tuyls, R Babuška
Deep Reinforcement Learning Workshop, Advances in Neural Information …, 2016
Финансирование: Netherlands Organisation for Scientific Research
Learning with whom to communicate using relational reinforcement learning
M Ponsen, T Croonenborghs, K Tuyls, J Ramon, K Driessens
Proceedings of The 8th International Conference on Autonomous Agents and …, 2009
Финансирование: Research Foundation (Flanders)
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