Single-trial P300 detection with Kalman filtering and SVMs. - Lucie Daubigney; Olivier Pietquin (ESANN, 2011)

Uncertainty Management for On-Line Optimisation of a POMDP-Based Large-Scale Spoken Dialogue System. - Lucie Daubigney; Milica Gasic; Senthilkumar Chandramohan; Matthieu Geist; Olivier Pietquin; Steve J. Young (INTERSPEECH, 2011)

Optimization of a tutoring system from a fixed set of data. - Olivier Pietquin; Lucie Daubigney; Matthieu Geist (SLaTE, 2011)

Off-policy learning in large-scale POMDP-based dialogue systems. - Lucie Daubigney; Matthieu Geist; Olivier Pietquin (ICASSP, 2012)

Optimisation d'un tuteur intelligent à partir d'un jeu de données fixé (Optimization of a tutoring system from a fixed set of data) [in French]. - Lucie Daubigney; Matthieu Geist; Olivier Pietquin (JEP-TALN-RECITAL 2012, 2012)

A Comprehensive Reinforcement Learning Framework for Dialogue Management Optimization. - Lucie Daubigney; Matthieu Geist; Senthilkumar Chandramohan; Olivier Pietquin (IEEE J. Sel. Top. Signal Process., 2012)

Random projections: A remedy for overfitting issues in time series prediction with echo state networks. - Lucie Daubigney; Matthieu Geist; Olivier Pietquin (ICASSP, 2013)

Particle swarm optimisation of spoken dialogue system strategies. - Lucie Daubigney; Matthieu Geist; Olivier Pietquin (INTERSPEECH, 2013)

Model-free POMDP optimisation of tutoring systems with echo-state networks. - Lucie Daubigney; Matthieu Geist; Olivier Pietquin (SIGDIAL Conference, 2013)

Gestion de l'incertitude pour l'optimisation de systèmes interactifs. (Dealing with uncertainty to optimise interactive systems). - Lucie Daubigney (2013)