Peter Vrancx
Peter Vrancx
Head of Reinforcement Learning,
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Forecasting day-ahead electricity prices in Europe: the importance of considering market integration
J Lago, F De Ridder, P Vrancx, B De Schutter
Applied energy 211, 890-903, 2018
Game theory and multi-agent reinforcement learning
A Nowť, P Vrancx, YM De Hauwere
Reinforcement Learning, 441-470, 2012
Decentralized learning in markov games
P Vrancx, K Verbeeck, A Nowť
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 38†…, 2008
Learning multi-agent state space representations
YM De, P Vrancx, A Nowť
Proceedings of 9th International Conference of Autonomous Agents and†…, 2010
Convolutional neural networks for automatic state-time feature extraction in reinforcement learning applied to residential load control
BJ Claessens, P Vrancx, F Ruelens
IEEE Transactions on Smart Grid 9 (4), 3259-3269, 2016
Multi-objectivization of reinforcement learning problems by reward shaping
T Brys, A Harutyunyan, P Vrancx, ME Taylor, D Kudenko, A Nowť
2014 international joint conference on neural networks (IJCNN), 2315-2322, 2014
Multi-type ant colony: The edge disjoint paths problem
A Nowť, K Verbeeck, P Vrancx
International Workshop on Ant Colony Optimization and Swarm Intelligence†…, 2004
A model based on ant colony system and rough set theory to feature selection
R Bello, A Nowe, Y Caballero, Y Gůmez, P Vrancx
Proceedings of the 7th annual conference on Genetic and evolutionary†…, 2005
Switching dynamics of multi-agent learning
P Vrancx, K Tuyls, R Westra
Proceedings of the 7th international joint conference on Autonomous agents†…, 2008
Expressing arbitrary reward functions as potential-based advice
A Harutyunyan, S Devlin, P Vrancx, A Nowe
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Using ACO and rough set theory to feature selection
R Bello, A Nowe, Y Gomezd, Y Caballero
WSEAS Transactions on Information Science and Applications 2 (5), 512-517, 2005
Improving wet clutch engagement with reinforcement learning
K Van Vaerenbergh, A RodrŪguez, M Gagliolo, P Vrancx, A Nowť, J Stoev, ...
The 2012 International Joint Conference on Neural Networks (IJCNN), 1-8, 2012
Shaping mario with human advice
A Harutyunyan, T Brys, P Vrancx, A Nowť
Proceedings of the 2015 International Conference on Autonomous Agents and†…, 2015
Transfer Learning for Multi-agent Coordination.
P Vrancx, YM De Hauwere, A Nowť
ICAART (2), 263-272, 2011
Multi-objectivization and ensembles of shapings in reinforcement learning
T Brys, A Harutyunyan, P Vrancx, A Nowť, ME Taylor
Neurocomputing 263, 48-59, 2017
Predicting seat-off and detecting start-of-assistance events for assisting sit-to-stand with an exoskeleton
K Tanghe, A Harutyunyan, E AertbeliŽn, F De Groote, J De Schutter, ...
IEEE Robotics and Automation Letters 1 (2), 792-799, 2016
Multi-objective χ-armed bandits
K Van Moffaert, K Van Vaerenbergh, P Vrancx, A Nowť
2014 International Joint Conference on Neural Networks (IJCNN), 2331-2338, 2014
Multi-agent systems and large state spaces, chapter to appear. Multi-agent system technology for Internet and Enterprise Systems
YM De Hauwere, P Vrancx, A Nowť
Springer, 2010
Learning what to observe in multi-agent systems
YM De Hauwere, P Vrancx, A Nowť
Proceedings of the 20th Belgian-Netherlands Conference on Artificial†…, 2009
Learning with options that terminate off-policy
A Harutyunyan, P Vrancx, PL Bacon, D Precup, A Nowe
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
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