Sample-efficient batch reinforcement learning for dialogue management optimization O Pietquin, M Geist, S Chandramohan, H Frezza-Buet ACM Transactions on Speech and Language Processing (TSLP) 7 (3), 1-21, 2011 | 120 | 2011 |
Following non-stationary distributions by controlling the vector quantization accuracy of a growing neural gas network H Frezza-Buet Neurocomputing 71 (7-9), 1191-1202, 2008 | 56 | 2008 |
Model of multi-modal cortical processing: Coherent learning in self-organizing modules O Ménard, H Frezza-Buet Neural Networks 18 (5-6), 646-655, 2005 | 48 | 2005 |
From a biological to a computational model for the autonomous behavior of an animat H Frezza-Buet, F Alexandre Information sciences 144 (1-4), 1-43, 2002 | 22 | 2002 |
Online computing of non-stationary distributions velocity fields by an accuracy controlled growing neural gas H Frezza-Buet Neural networks 60, 203-221, 2014 | 13 | 2014 |
Can self-organisation emerge through dynamic neural fields computation? L Alecu, H Frezza-Buet, F Alexandre Connection Science 23 (1), 1-31, 2011 | 12 | 2011 |
Integration of biologically inspired temporal mechanisms into a cortical framework for sequence processing H Frezza-Buet, N Rougier, F Alexandre Sequence learning: paradigms, algorithms, and applications, 321-348, 2001 | 11 | 2001 |
Un modèle de cortex pour le comportement motivé d'un agent neuromimétique autonome H Frezza-Buet Université Henri Poincaré-Nancy 1, 1999 | 11 | 1999 |
Modeling prefrontal functions for robot navigation H Frezza-Buet, F Alexandre IJCNN'99. International Joint Conference on Neural Networks. Proceedings …, 1999 | 11 | 1999 |
A C++ template-based reinforcement learning library: Fitting the code to the mathematics H Frezza-Buet, M Geist Journal of Machine Learning Research 14 (1), 625-628, 2013 | 10 | 2013 |
Multi-map self-organization for sensorimotor learning: a cortical approach O Ménard, H Frezza-Buet Proceedings of the International Joint Conference on Neural Networks, 2003 …, 2003 | 10 | 2003 |
Specialization within cortical models: An application to causality learning H Frezza-Buet, F Alexandre 7th European Symposium on Artificial Neural Networks-ESANN'99, 6 p, 1999 | 8 | 1999 |
Selection of action with a cortically-inspired model H Frezza-Buet, F Alexandre Seventh European Workshop on Learning Robots, 13-21, 1998 | 8 | 1998 |
Yarbus: Yet another rule based belief update system J Fix, H Frezza-Buet arXiv preprint arXiv:1507.06837, 2015 | 7 | 2015 |
Dynamic neural field optimization using the unscented Kalman filter J Fix, M Geist, O Pietquin, H Frezza-Buet 2011 IEEE Symposium on Computational Intelligence, Cognitive Algorithms …, 2011 | 7 | 2011 |
An interactive problem modeller and PDE solver, distributed on large scale architectures N Fressengeas, H Frezza-Buet, J Gustedt, S Vialle Third International Workshop on Distributed Frameworks for Multimedia …, 2007 | 7 | 2007 |
Distributed recurrent self-organization for tracking the state of non-stationary partially observable dynamical systems B Khouzam, H Frezza-Buet Biologically Inspired Cognitive Architectures 3, 87-104, 2013 | 5 | 2013 |
Tracking fast changing non-stationary distributions with a topologically adaptive neural network: Application to video tracking GA Drumea, H Frezza-Buet 15th European Symposium on Artificial Neural Networks (ESANN2007), 43-48, 2007 | 5 | 2007 |
Rewarded multi-modal neuronal self-organization: Example of the arm reaching movement O Ménard, H Frezza-Buet International Conference on Advances in Intelligent Systems-Theory and …, 2004 | 5 | 2004 |
Making cortically-inspired sensorimotor control realistic for robotics: Design of an extended parallel cellular programming model O Ménard, S Vialle, H Frezza-Buet International Conference on Advances in Intelligent Systems-Theory and …, 2004 | 5 | 2004 |