Matteo Gagliolo
Matteo Gagliolo
Associate Professor. GERME, Institute of Sociology, Université libre de Bruxelles, Brussels, Belgium
Adresse e-mail validée de ulb.ac.be - Page d'accueil
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Training recurrent networks by evolino
J Schmidhuber, D Wierstra, M Gagliolo, F Gomez
Neural computation 19 (3), 757-779, 2007
2762007
Learning dynamic algorithm portfolios
M Gagliolo, J Schmidhuber
Annals of Mathematics and Artificial Intelligence 47 (3), 295-328, 2006
1342006
Dynamic algorithm portfolios
M Gagliolo, J Schmidhuber
Annals of Mathematics and Artificial Intelligence 47, 3--4, 2006
622006
Learning Restart Strategies.
M Gagliolo, J Schmidhuber
IJCAI, 792-797, 2007
382007
Algorithm selection as a bandit problem with unbounded losses
M Gagliolo, J Schmidhuber
International Conference on Learning and Intelligent Optimization, 82-96, 2010
362010
A neural network model for inter-problem adaptive online time allocation
M Gagliolo, J Schmidhuber
International Conference on Artificial Neural Networks, 7-12, 2005
312005
Evolino for recurrent support vector machines
J Schmidhuber, M Gagliolo, D Wierstra, F Gomez
arXiv preprint cs/0512062, 2005
272005
Adaptive online time allocation to search algorithms
M Gagliolo, V Zhumatiy, J Schmidhuber
European conference on machine learning, 134-143, 2004
272004
Simulate this! An introduction to agent-based models and their power to improve your research practice
J Eberlen, G Scholz, M Gagliolo
International Review of Social Psychology 30 (1), 2017
262017
Algorithm portfolio selection as a bandit problem with unbounded losses
M Gagliolo, J Schmidhuber
Annals of Mathematics and Artificial Intelligence 61 (2), 49-86, 2011
262011
Task partitioning in a robot swarm: a study on the effect of communication
G Pini, M Gagliolo, A Brutschy, M Dorigo, M Birattari
Swarm Intelligence 7 (2), 173-199, 2013
252013
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
162012
Impact of censored sampling on the performance of restart strategies
M Gagliolo, J Schmidhuber
International Conference on Principles and Practice of Constraint …, 2006
162006
Learning strategies for wet clutch control
G Pinte, J Stoev, W Symens, A Dutta, Y Zhong, B Wyns, R De Keyser, ...
15th International Conference on System Theory, Control and Computing, 438-445, 2011
152011
Algorithm survival analysis
M Gagliolo, C Legrand
Experimental methods for the analysis of optimization algorithms, 161-184, 2010
112010
Universal search
M Gagliolo
Scholarpedia 2 (11), 2575, 2007
112007
Towards distributed algorithm portfolios
M Gagliolo, J Schmidhuber
International Symposium on Distributed Computing and Artificial Intelligence …, 2009
92009
Policy search reinforcement learning for automatic wet clutch engagement
M Gagliolo, K Van Vaerenbergh, A Rodríguez, A Nowé, S Goossens, ...
15th International Conference on System Theory, Control and Computing, 1-6, 2011
72011
Online dynamic algorithm portfolios
M Gagliolo
Università della Svizzera italiana, 2010
62010
Bias-optimal incremental learning of control sequences for virtual robots
J Schmidhuber, V Zhumatiy, M Gagliolo
Proceedings 180, 658-665, 2004
62004
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