Publications

Found 29 results
Author Title Type [ Year(Asc)]
Filters: Author is Tim Brys  [Clear All Filters]
2015
Soares, I. Brito, De Hauwere, Y. - M., Januarius, K., Brys, T., Salvant, T., & Nowé, A.. (2015). Departure MANagement with a Reinforcement Learning Approach: Respecting CFMU Slots. In IEEE 18th International Intelligent Transportation Systems Conference. Las Palmas de Gran Canaria: IEEE.
PDF icon 6596b169.pdf (16.48 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
Brys, T., Van Moffaert, K., Nowé, A., & Taylor, M. E.. (2014). Adaptive Objective Selection for Correlated Objectives in Multi-Objective Reinforcement Learning. In 13th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2014).
PDF icon 2014AAMAS.pdf (182.14 KB)
Brys, T., Nowé, A., Kudenko, D., & Taylor, M. E.. (2014). Combining Multiple Correlated Reward and Shaping Signals by Measuring Confidence. In Twenty-Eighth AAAI Conference on Artificial Intelligence (AAAI-14).
PDF icon aos6.pdf (529.66 KB)
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)
PDF icon traffic_learning_erratum.pdf (891.21 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 PID3130853.pdf (524.22 KB)
Van Moffaert, K., Brys, T., Chandra, A., Esterle, L., Lewis, P., & Nowé, A.. (2014). A Novel Adaptive Weight Selection Algorithm for Multi-Objective Multi-Agent Reinforcement Learning. In In Proceedings of the 2014 IEEE World Congress on Computational Intelligence. presented at the July.
PDF icon kvmoffae_wcci final.pdf (4.16 MB)
Harutyunyan, A., Brys, T., Vrancx, P., & Nowe, A.. (2014). Off-Policy Shaping Ensembles in Reinforcement Learning. In European Conference on Artificial Intelligence (ECAI). IOS Press.
PDF icon ECAI14_anna.pdf (215.65 KB)
PDF icon ECAI-192.pdf (151.72 KB)
2013
Brys, T., Van Moffaert, K., Van Vaerenbergh, K., & Nowé, A.. (2013). On the Behaviour of Scalarization Methods for the Engagement of a Wet Clutch. In Proceedings of the 12th International Conference on Machine Learning and Applications (ICMLA 2013). Miami, Florida, USA: IEEE.
PDF icon brys_icmla_13.pdf (1.78 MB)
PDF icon efficicent_weights.pdf (1.26 MB)
Pham, T. T., Brys, T., & Taylor, M. E.. (2013). Learning Coordinated Traffic Light Control. Proceedings of the Adaptive and Learning Agents workshop (at AAMAS-13).
PDF icon ALA13-Pham.pdf (471.3 KB)
Brys, T., Drugan, M. M., Bosman, P. A. N., De Cock, M., & Nowé, A.. (2013). Local Search and Restart Strategies for Satisfiability Solving in Fuzzy Logics. In Proceedings of the IEEE Symposium Series on Computational Intelligence - SSCI-2013.. Singapore: IEEE.
PDF icon brys_ieee_sssci.pdf (870.55 KB)
PDF icon brys_cec13.pdf (654.63 KB)
Brys, T., Drugan, M. M., Bosman, P. A. N., De Cock, M., & Nowé, A.. (2013). Solving Satisfiability in Fuzzy Logics by Mixing CMA-ES. Genetic and Evolutionary Computation Conference (GECCO-13).
PDF icon BrysGECCO2013.pdf (1.33 MB)
Brys, T., Drugan, M. M., Bosman, P., De Cock, M., & Nowé, A.. (2013). Solving Satisfiability in Fuzzy Logics by Mixing CMA-ES. 25th Benelux Conference on Artificial Intelligence. B-paper (previously published results). Delft, The Netherlands.
2012
Brys, T., & Nowé, A.. (2012). Improving convergence of CMA-ES through structure-driven discrete recombination. In The Twenty-Sixth AAAI Conference on Artificial Intelligence. Student abstract.. Toronto, Canada.
PDF icon AAAI12-389.pdf (481.18 KB)

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