Publications

Found 17 results
Author Title Type [ Year(Asc)]
Filters: Author is Ann Nowe  [Clear All Filters]
2016
Farid, D. Md. (2016). An adaptive rule-based classifier for mining big biological data. (B. Manderick & Nowe, A., M. Abdullah Al-Mamun)Expert Systems with Applications, Elsevier, 64. doi:http://dx.doi.org/10.1016/j.eswa.2016.08.008
Farid, D. Md. (2016). An ensemble clustering for mining high-dimensional biological big data. In A. Nowe, B. Manderick, International Conference on Big Data. presented at the 05/2016, Alicante, Spain.
Farid, D. Md. (2016). Ensemble of trees for classifying high-dimensional imbalanced genomic data. In A. Nowe, B. Manderick, IEEE SAI Intelligent Systems Conference (IntelliSys 2016). presented at the 09/2016, London, UK.
2015
Harutyunyan, A., Devlin, S., Vrancx, P., & Nowe, A.. (2015). Expressing Arbitrary Reward Functions as Potential-Based Advice. In Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI-15).
PDF icon harutyunyan-907-aaai15.pdf (400.38 KB)
PDF icon verstraeten2015_master.pdf (2.46 MB)
Harutyunyan, A., Brys, T., Vrancx, P., & Nowe, A.. (2015). Multi-Scale Reward Shaping via an Off-Policy Ensemble. In International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS-15). To appear.
PDF icon ea034-harutyunyan.pdf (219.2 KB)
Brys, T., Harutyunyan, A., Taylor, M. E., & Nowe, A.. (2015). Policy Transfer using Reward Shaping. In International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS-15).
PDF icon policy_transfer.pdf (452.13 KB)
Harutyunyan, A., Brys, T., Vrancx, P., & Nowe, A.. (2015). Shaping Mario with Human Advice (Demonstration). In International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS-15). To appear.
PDF icon de006-harutyunyan.pdf (393.05 KB)
2014
PDF icon Quentin_Temp069.pdf (1.35 MB)
Adriaensen, S., Brys, T., & Nowe, A.. (2014). Designing Reusable Metaheuristic Methods: A Semi-automated Approach. In IEEE Congress on Evolutionary Computation (CEC-14).
PDF icon Designing-Reusable-Adriaensen.pdf (339.8 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)
Adriaensen, S., Brys, T., & Nowe, A.. (2014). Fair-Share ILS: A Simple State-of-the-art Iterated Local Search Hyperheuristic. In Genetic and Evolutionary Computation Conference (GECCO-14).
PDF icon pap377-adriaensen.pdf (284.2 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 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)
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)