Publications

Found 68 results
Author Title Type [ Year(Asc)]
Filters: Author is Madalina M. Drugan  [Clear All Filters]
2014
Drugan, M. M., & Talbi, E. - G.. (2014). Adaptive Multi-operator MetaHeuristics for quadratic assignment problems. In Evolve . presented at the 07/2014, Bejing: Springer.
PDF icon MOVarNeigh_v12.pdf (174.59 KB)
PDF icon Annealing_Normal_WorkShop.pdf (235.29 KB)
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 saba.pdf (508.92 KB)
Drugan, M. M., & Nowe, A.. (2014). Epsilon-approximate Pareto optimal set of arms identification in multi-objective multi-armed bandits. In BENELEARN 2014 - 23th annual Belgian-Dutch conference on Artificial Intelligence. presented at the 06/2014.
PDF icon benelearn2014_v2.pdf (202.53 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.
PDF icon compositeQAP_MMD.pdf (547.97 KB)
PDF icon ppsn14-catteeuw.pdf (206.83 KB)
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)
Van Moffaert, K., Drugan, M. M., & Nowé, A.. (2014). Learning Sets of Pareto Optimal Policies. In Thirteenth International Conference on Autonomous Agents and Multiagent Systems - Adaptive Learning Agents Workshop (ALA). presented at the May.
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)
Wiering, M., Withagen, M., & Drugan, M. M.. (2014). Model-Based Multi-Objective Reinforcement Learning. In ADPRL. presented at the 12/2014, Orlando, Florida, USA: IEEE.
PDF icon Artikel_v2.pdf (256.13 KB)
Drugan, M. M. (2014). Multi-objective Quadratic Assignment Problem instances generator with a known optimum solution. In Parallel problem solving from Nature (PPSN). presented at the 09/2014.
PDF icon MadalinaDrugan_PPSN2014.pdf (273.18 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)
PDF icon IdentifParetoFront_UCB_accept.pdf (420.25 KB)
Drugan, M. M., & Nowe, A.. (2014). Scalarization based Pareto optimal set of arms identification algorithms. In JFPDA 2014 - 9th French Meeting on Planning, Decision Making and Learning. presented at the 05/2014.
PDF icon scalMOMAB_JFPDA14_accept_v1.pdf (354.61 KB)
Drugan, M. M., & Nowe, A.. (2014). Scalarization based Pareto optimal set of arms identification algorithms. In International Joint Conference on Neural Networks (IJCNN). presented at the 07/2014, Bejing, China: IEEE.
PDF icon scalarizedMOMAB_IEEE_accept_v2.pdf (240.61 KB)
PDF icon SchemataBandits_seal_v1.pdf (241.09 KB)
PDF icon SchemataBandits.pdf (73.98 KB)
PDF icon PPSN_presentation.pdf (606.06 KB)
PDF icon SchemataMCTS.pdf (256.46 KB)

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