עקוב אחר
Kurt Driessens
Kurt Driessens
Associate Professor, Maastricht University
כתובת אימייל מאומתת בדומיין maastrichtuniversity.nl - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Relational reinforcement learning‏
S Dzeroski, L De Raedt, K Driessens‏
CW Reports, 2001‏
4482001
Contextual encoder–decoder network for visual saliency prediction‏
A Kroner, M Senden, K Driessens, R Goebel‏
Neural Networks 129, 261-270, 2020‏
2342020
Relational reinforcement learning‏
S Džeroski, L De Raedt, K Driessens‏
Machine learning 43, 7-52, 2001‏
2252001
Integrating guidance into relational reinforcement learning‏
K Driessens, S Džeroski‏
Machine Learning 57, 271-304, 2004‏
1752004
Relational reinforcement learning: An overview‏
P Tadepalli, R Givan, K Driessens‏
Proceedings of the ICML-2004 workshop on relational reinforcement learning, 1-9, 2004‏
1672004
Speeding up relational reinforcement learning through the use of an incremental first order decision tree learner‏
K Driessens, J Ramon, H Blockeel‏
Machine Learning: ECML 2001: 12th European Conference on Machine Learning …, 2001‏
1222001
An automated measure of mdp similarity for transfer in reinforcement learning‏
HB Ammar, E Eaton, ME Taylor, DC Mocanu, K Driessens, G Weiss, ...‏
28th AAAI Conference on Artificial Intelligence, AAAI 2014, 31-37, 2014‏
1172014
Transfer learning in reinforcement learning problems through partial policy recycling‏
J Ramon, K Driessens, T Croonenborghs‏
European conference on machine learning, 699-707, 2007‏
1162007
Monte-Carlo tree search in poker using expected reward distributions‏
G Van den Broeck, K Driessens, J Ramon‏
Advances in Machine Learning: First Asian Conference on Machine Learning …, 2009‏
1092009
Relational instance based regression for relational reinforcement learning‏
K Driessens, J Ramon‏
Proceedings of the 20th international conference on machine learning (icml …, 2003‏
1052003
Non-parametric policy gradients: A unified treatment of propositional and relational domains‏
K Kersting, K Driessens‏
Proceedings of the 25th international conference on Machine learning, 456-463, 2008‏
862008
Learning relational options for inductive transfer in relational reinforcement learning‏
T Croonenborghs, K Driessens, M Bruynooghe‏
Inductive Logic Programming: 17th International Conference, ILP 2007 …, 2008‏
852008
Graph kernels and gaussian processes for relational reinforcement learning‏
T Gärtner, K Driessens, J Ramon‏
International Conference on Inductive Logic Programming, 146-163, 2003‏
842003
Using weighted nearest neighbor to benefit from unlabeled data‏
K Driessens, P Reutemann, B Pfahringer, C Leschi‏
Advances in Knowledge Discovery and Data Mining: 10th Pacific-Asia …, 2006‏
832006
Reinforcement learning transfer via sparse coding‏
HB Ammar, K Tuyls, ME Taylor, K Driessens, G Weiss‏
Proceedings of the 11th international conference on autonomous agents and …, 2012‏
822012
Relational reinforcement learning‏
K Driessens‏
AI Communications 18 (1), 71-73, 2005‏
772005
Bayesian real-time dynamic programming‏
S Sanner, R Goetschalckx, K Driessens, G Shani‏
Proceedings of the 21st International Joint Conference on Artificial …, 2009‏
682009
Graph kernels and Gaussian processes for relational reinforcement learning‏
K Driessens, J Ramon, T Gärtner‏
Machine Learning 64, 91-119, 2006‏
642006
Integrating experimentation and guidance in relational reinforcement learning‏
K Driessens, S Dzeroski‏
Proceedings of the nineteenth international conference on machine learning …, 2002‏
522002
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
482015
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מאמרים 1–20