Kamu erişimi zorunlu olan makaleler - Robert BabuskaDaha fazla bilgi edinin
Bir yerde sunuluyor: 49
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
Zorunlu olanlar: Netherlands Organisation for Scientific Research
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
Zorunlu olanlar: Research Foundation (Flanders)
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
Zorunlu olanlar: Netherlands Organisation for Scientific Research
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
Zorunlu olanlar: National Natural Science Foundation of China
Reinforcement learning applied to an electric water heater: From theory to practice
F Ruelens, BJ Claessens, S Quaiyum, B De Schutter, R Babuška, ...
IEEE Transactions on Smart Grid 9 (4), 3792-3800, 2016
Zorunlu olanlar: Research Foundation (Flanders)
Optimal model-free output synchronization of heterogeneous systems using off-policy reinforcement learning
H Modares, SP Nageshrao, GAD Lopes, R Babuška, FL Lewis
Automatica 71, 334-341, 2016
Zorunlu olanlar: US National Science Foundation, National Natural Science Foundation of China
A big data analysis approach for rail failure risk assessment
A Jamshidi, S Faghih‐Roohi, S Hajizadeh, A Núñez, R Babuska, ...
Risk analysis 37 (8), 1495-1507, 2017
Zorunlu olanlar: Netherlands Organisation for Scientific Research
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
Zorunlu olanlar: 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
Zorunlu olanlar: Netherlands Organisation for Scientific Research
Timely condition-based maintenance planning for multi-component systems
K Verbert, B De Schutter, R Babuška
Reliability Engineering & System Safety 159, 310-321, 2017
Zorunlu olanlar: Netherlands Organisation for Scientific Research
Combining knowledge and historical data for system-level fault diagnosis of HVAC systems
K Verbert, R Babuška, B De Schutter
Engineering Applications of Artificial Intelligence 59, 260-273, 2017
Zorunlu olanlar: Netherlands Organisation for Scientific Research
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
Zorunlu olanlar: Netherlands Organisation for Scientific Research
ViewFormer: NeRF-free Neural Rendering from Few Images Using Transformers
J Kulhánek, E Derner, T Sattler, R Babuška
European Conference on Computer Vision, ECCV'22, 198–216, 2022
Zorunlu olanlar: European Commission
Bayesian and Dempster–Shafer reasoning for knowledge-based fault diagnosis–A comparative study
K Verbert, R Babuška, B De Schutter
Engineering Applications of Artificial Intelligence 60, 136-150, 2017
Zorunlu olanlar: Netherlands Organisation for Scientific Research
Visual navigation in real-world indoor environments using end-to-end deep reinforcement learning
J Kulhánek, E Derner, R Babuška
IEEE Robotics and Automation Letters 6 (3), 4345-4352, 2021
Zorunlu olanlar: European Commission
Symformer: End-to-end symbolic regression using transformer-based architecture
M Vastl, J Kulhánek, J Kubalík, E Derner, R Babuška
IEEE Access, 2024
Zorunlu olanlar: European Commission
Ant colony routing algorithm for freeway networks
Z Cong, B De Schutter, R Babuška
Transportation Research Part C: Emerging Technologies 37, 1-19, 2013
Zorunlu olanlar: European Commission
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
Zorunlu olanlar: Netherlands Organisation for Scientific Research
Model-plant mismatch compensation using reinforcement learning
I Koryakovskiy, M Kudruss, H Vallery, R Babuška, W Caarls
IEEE Robotics and Automation Letters 3 (3), 2471-2477, 2018
Zorunlu olanlar: European Commission
Probabilistic defect-based risk assessment approach for rail failures in railway infrastructure
A Jamshidi, SF Roohi, A Núñez, R Babuska, B De Schutter, R Dollevoet, ...
IFAC-PapersOnLine 49 (3), 73-77, 2016
Zorunlu olanlar: Netherlands Organisation for Scientific Research
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