Publications

Found 72 results
Author Title Type [ Year(Asc)]
Filters: Author is Vrancx, Peter  [Clear All Filters]
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)
2014
Van Moffaert, K., Van Vaerenbergh, K., Vrancx, P., & Nowé, A.. (2014). Multi-Objective X-Armed Bandits. In In Proceedings of the 2014 IEEE World Congress on Computational Intelligence. presented at the July.
PDF icon camera_ready.pdf (2.67 MB)
PDF icon PID3130853.pdf (524.22 KB)
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)
2013
Van Moffaert, K., De Hauwere, Y. - M., Vrancx, P., & Nowé, A.. (2013). Learning from Conflicting MDP and Human Reinforcements. In Interactive Machine Learning Workshop, International Conference On Intelligent User Interfaces (IUI 2013).
PDF icon imlw2013_van_moffaert.pdf (69.06 KB)
Rodriguez, A., Vrancx, P., Nowe, A., & Hostens, E.. (2013). Model-free learning of wire winding control. In Control Conference (ASCC), 2013 9th Asian. presented at the June. doi:10.1109/ASCC.2013.6606290
Van Moffaert, K., De Hauwere, Y. - M., Vrancx, P., & Nowé, A.. (2013). Reinforcement Learning for Multi-Purpose Schedules. In 5th International Conference on Agents and Artificial Intelligence, ICAART 2013.
PDF icon ICAART_2013.pdf (332.09 KB)
2012
Van Moffaert, K., De Hauwere, Y. - M., Vrancx, P., & Nowé, A.. (2012). Adapting Control Policies to User Preferences. 5th International Workshop on Human-Friendly Robotics, HFR2012.
PDF icon hfr.pdf (73.45 KB)
Van Vaerenbergh, K., Rodriguez, A., Gagliolo, M., Vrancx, P., Nowé, A., Stoev, J., et al.. (2012). Improving wet clutch engagement with Reinforcement Learning. In International Joint Conference on Neural Networks, IJCNN 2012. presented at the 06/2012.
Brys, T., De Hauwere, Y. - M., Nowé, A., & Vrancx, P.. (2012). Local Coordination in Online Distributed Constraint Optimization Problems. In Lecture Notes in Computer Science (Vol. 7541, pp. 31-47). Springer.
PDF icon BrysEtAl.pdf (840.6 KB)
Van Moffaert, K., De Hauwere, Y. - M., Vrancx, P., Nowé, A., & Jos W.H.M. Uiterwijk, Nico Roos,. (2012). Reinforcement Learning for Energy-Reducing Start-Up Schemes. In M. H. M. Winands, Proceedings of the 24th Benelux Conference on Artificial Intelligence. Maastricht, Netherlands.
PDF icon bnaic2012.pdf (286.86 KB)
Rodriguez, A., Vrancx, P., Grau, R., & Nowé, A.. (2012). An RL approach to Common-Interest Continuous Action Games. In 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2012) (p. to appear). Valencia, Spain.
De Hauwere, Y. - M., Vrancx, P., & Nowé, A.. (2012). Solving sparse delayed coordination problems in multi-agent reinforcement learning. In Lecture Notes in Computer Science (Adaptive Learning Agents., Vol. 7113, pp. 114-133). Berlin/Heidelberg: Springer.
2011
De Hauwere, Y. - M., Vrancx, P., & Nowé, A.. (2011). Adaptive State Representations For Multi-agent Reinforcement Learning. In The 23rd Benelux Conference on Artificial Intelligence. Gent, Belgium.
De Hauwere, Y. - M., Vrancx, P., & Nowé, A.. (2011). Adaptive State Representations For Multi-agent Reinforcement Learning. In Proceedings of the 3rd International Conference on Agents and Artificial Intelligence (pp. 181–189). Rome, Italy.
De Hauwere, Y. - M., Vrancx, P., & Nowé, A.. (2011). Detecting and Solving Future Multi-Agent Interactions. In AAMAS Workshop on Adaptive and Learning Agents (pp. 45–52). Taipei, Taiwan.
De Hauwere, Y. - M., Vrancx, P., & Nowé, A.. (2011). Future Sparse Interactions: A MARL approach. In The 9th European Workshop on Reinforcement Learning. Athena, Greece.
Rodriguez, A., Gagliolo, M., Vrancx, P., Grau, R., & Nowé, A.. (2011). Improving the performance of Continuous Action Reinforcement Learning Automata. In the European Workshop on Reinforcement Learning. Athens, Greece.
PDF icon ewrl2011_submission_24.pdf (364.28 KB)

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