Publications

Found 13 results
Author Title Type [ Year(Asc)]
Filters: Author is Saba Q. Yahyaa  [Clear All Filters]
2014
Yahyaa, S. Q., Drugan, M. M., & Bernard, M.. (2014). Annealing-Pareto Multi-Objective Multi-Armed Bandit Algorithm. In proceedings of IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning(ADPRL). presented at the 12/2014.
PDF icon Annnealing-Pareto.pdf (611.64 KB)
PDF icon Annealing_Normal_WorkShop.pdf (235.29 KB)
PDF icon saba.pdf (508.92 KB)
Yahyaa, S. Q., Drugan, M. M., & Bernard, M.. (2014). Exploration vs Exploitation in the Multi-Objective Multi-Armed Bandit Problem. In International Joint Conference on Neural Networks (IJCNN). presented at the 07/2014, Beijng: IEEE.
Yahyaa, S. Q., Drugan, M. M., & Bernard, M.. (2014). Knowledge Gradient for Multi-objective Multi-armed Bandit Algorithms. In The French Meeting on Planning, Decision Making and Learning (JFPDA). presented at the 2014.
PDF icon MOMAB-KG-Leige.pdf (508.28 KB)
Yahyaa, S. Q., Drugan, M. M., & Manderick, B.. (2014). Knowledge Gradient for Multi-objective Multi-armed Bandit Algorithms. In ICAART 2014 : International Conference on Agents and Artificial Intelligence.. presented at the 03/2014.
PDF icon MOMAB-KG.pdf (201.8 KB)
Yahyaa, S. Q., Drugan, M. M., & Manderick, B.. (2014). Linear Scalarized Knowledge Gradient in the Multi-Objective Multi-Armed Bandits Problem. In European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2014). presented at the 04/2014.
PDF icon VER3-LSKGinMOMAB-esann.pdf (259.84 KB)
Yahyaa, S. Q., Drugan, M. M., & Bernard, M.. (2014). Multivariate Normal Distribution Based Multi-Armed Bandit Pareto Algorithm. In the 7th European conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (EMCL/PKDD), PhD track. presented at the 2014.
PDF icon EpsilonPareto_Normal_ECML_2014.pdf (571.15 KB)
Yahyaa, S. Q., & Bernard, M.. (2014). Online Knowledge Gradient Exploration in an Unknown Environment. The 6th International Conference on Agents and Artificial Intelligence (ICAART). LERIA, University of Angers, France.
2013
Yahyaa, S. Q., & Bernard, M.. (2013). Empirical Evaluation of Shortest Path Gaussian Kernels over State Action Graphs. The 5th International Conference on Agents and Artificial Intelligence (ICAART). Barcelona, Spain.
Yahyaa, S. Q., & Bernard, M.. (2013). “Knowledge Gradient Exploration in Online Kernal-Based LSPI. In The 25th Benelux Conference on Artificial Intelligence (BNAIC). Delft, The Netherlands.
2012
Yahyaa, S. Q., & Bernard, M.. (2012). The Exploration vs Exploitation Trade-Off in the Multi-Armed Bandit Problem: An Empirical Study. Proceedings of the 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN). presented at the 04/2012, Bruges, Belgium.
Yahyaa, S. Q., & Bernard, M.. (2012). Shortest Path Gaussian Kernels for State Action Graphs: An Empirical Study. In The 24th Benelux Conference on Artificial Intelligence (BNAIC). Maastricht, The Netherlands.