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Robert Babuska
Robert Babuska
Professor, Delft University of Technology, Czech Technical University Prague
Verified email at tudelft.nl - Homepage
Title
Cited by
Cited by
Year
A comprehensive survey of multiagent reinforcement learning
L Busoniu, R Babuska, B De Schutter
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2008
29202008
Fuzzy modeling for control
R Babuška
Springer Science & Business Media, 2012
22702012
Reinforcement learning and dynamic programming using function approximators
L Busoniu, R Babuska, B De Schutter, D Ernst
CRC press, 2017
13042017
A survey of actor-critic reinforcement learning: Standard and natural policy gradients
I Grondman, L Busoniu, GAD Lopes, R Babuska
IEEE Transactions on Systems, Man, and Cybernetics, part C (applications and …, 2012
12822012
Multi-agent reinforcement learning: An overview
L Buşoniu, R Babuška, B De Schutter
Innovations in multi-agent systems and applications-1, 183-221, 2010
10612010
Similarity measures in fuzzy rule base simplification
M Setnes, R Babuska, U Kaymak, HR van Nauta Lemke
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 28 …, 1998
6801998
Perspectives of fuzzy systems and control
A Sala, TM Guerra, R Babuška
Fuzzy sets and systems 156 (3), 432-444, 2005
5122005
Stability analysis and nonlinear observer design using Takagi-Sugeno fuzzy models
Z Lendek, TM Guerra, R Babuska, B De Schutter
Springer Berlin Heidelberg, 2011
4652011
Neuro-fuzzy methods for nonlinear system identification
R Babuška, H Verbruggen
Annual reviews in control 27 (1), 73-85, 2003
4632003
Deep convolutional neural networks for detection of rail surface defects
S Faghih-Roohi, S Hajizadeh, A Núñez, R Babuska, B De Schutter
2016 International joint conference on neural networks (IJCNN), 2584-2589, 2016
4312016
Fuzzy model for the prediction of unconfined compressive strength of rock samples
MA Grima, R Babuška
International journal of rock mechanics and mining sciences 36 (3), 339-349, 1999
4191999
Modified Gath-Geva fuzzy clustering for identification of Takagi-Sugeno fuzzy models
J Abonyi, R Babuska, F Szeifert
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 32 …, 2002
4152002
An overview of fuzzy modeling for control
R Babuška, HB Verbruggen
Control Engineering Practice 4 (11), 1593-1606, 1996
4071996
Rule-based modeling: Precision and transparency
M Setnes, R Babuska, HB Verbruggen
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 1998
3901998
Residential demand response of thermostatically controlled loads using batch reinforcement learning
F Ruelens, BJ Claessens, S Vandael, B De Schutter, R Babuška, ...
IEEE Transactions on Smart Grid 8 (5), 2149-2159, 2016
3662016
Railway track circuit fault diagnosis using recurrent neural networks
T De Bruin, K Verbert, R Babuška
IEEE transactions on neural networks and learning systems 28 (3), 523-533, 2016
3622016
Improved covariance estimation for Gustafson-Kessel clustering
R Babuka, PJ Van der Veen, U Kaymak
2002 IEEE World Congress on Computational Intelligence. 2002 IEEE …, 2002
3572002
Experience replay for real-time reinforcement learning control
S Adam, L Busoniu, R Babuska
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2011
3212011
Multi-agent discrete-time graphical games and reinforcement learning solutions
MI Abouheaf, FL Lewis, KG Vamvoudakis, S Haesaert, R Babuska
Automatica 50 (12), 3038-3053, 2014
2852014
Fuzzy predictive control applied to an air-conditioning system
JM Sousa, R Babuška, HB Verbruggen
Control engineering practice 5 (10), 1395-1406, 1997
2281997
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