Peter Vrancx
Peter Vrancx
Principal Member Of Technical Staff at IMEC
Geverifieerd e-mailadres voor imec.be
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Jaar
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
1242018
Game theory and multi-agent reinforcement learning
A Nowé, P Vrancx, YM De Hauwere
Reinforcement Learning, 441-470, 2012
972012
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
792016
Decentralized learning in markov games
P Vrancx, K Verbeeck, A Nowé
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 38 …, 2008
792008
Learning multi-agent state space representations
YM De Hauwere, P Vrancx, A Nowé
Proceedings of the 9th International Conference on Autonomous Agents and …, 2010
732010
Multi-objectivization of reinforcement learning problems by reward shaping
T Brys, A Harutyunyan, P Vrancx, ME Taylor, D Kudenko, A Nowé
2014 international joint conference on neural networks (IJCNN), 2315-2322, 2014
502014
Expressing arbitrary reward functions as potential-based advice
A Harutyunyan, S Devlin, P Vrancx, A Nowé
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
432015
Multi-type ant colony: The edge disjoint paths problem
A Nowé, K Verbeeck, P Vrancx
International Workshop on Ant Colony Optimization and Swarm Intelligence …, 2004
382004
A model based on ant colony system and rough set theory to feature selection
R Bello, A Nowe, Y Caballero, Y Gómez, P Vrancx
Proceedings of the 7th annual conference on Genetic and evolutionary …, 2005
372005
Switching dynamics of multi-agent learning
P Vrancx, K Tuyls, R Westra
Proceedings of the 7th international joint conference on Autonomous agents …, 2008
362008
Soft q-learning with mutual-information regularization
J Grau-Moya, F Leibfried, P Vrancx
International Conference on Learning Representations, 2018
262018
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
262005
Multi-objectivization and ensembles of shapings in reinforcement learning
T Brys, A Harutyunyan, P Vrancx, A Nowé, ME Taylor
Neurocomputing 263, 48-59, 2017
222017
Direct load control of thermostatically controlled loads based on sparse observations using deep reinforcement learning
F Ruelens, BJ Claessens, P Vrancx, F Spiessens, G Deconinck
CSEE Journal of Power and Energy Systems 5 (4), 423-432, 2019
192019
Predicting seat-off and detecting start-of-assistance events for assisting sit-to-stand with an exoskeleton
K Tanghe, A Harutyunyan, E Aertbeliën, F De Groote, J De Schutter, ...
IEEE Robotics and Automation Letters 1 (2), 792-799, 2016
172016
Learning with options that terminate off-policy
A Harutyunyan, P Vrancx, PL Bacon, D Precup, A Nowe
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
152018
Improving wet clutch engagement with reinforcement learning
K Van Vaerenbergh, A Rodríguez, M Gagliolo, P Vrancx, A Nowé, J Stoev, ...
The 2012 International Joint Conference on Neural Networks (IJCNN), 1-8, 2012
152012
Transfer Learning for Multi-agent Coordination.
P Vrancx, YM De Hauwere, A Nowé
ICAART (2), 263-272, 2011
152011
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 Nowé
Springer, 2010
13*2010
Learning what to observe in multi-agent systems
YM De Hauwere, P Vrancx, A Nowé
Proceedings of the 20th Belgian-Netherlands Conference on Artificial …, 2009
132009
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Artikelen 1–20