Lucie Daubigney

Publication Activity (10 Years)

Years Active: 2011-2013
Publications (10 Years): 0

Top Topics

Reinforcement Learning

Particle Swarm Optimisation

Random Projections

Predictive State Representations

Top Venues

IEEE J. Sel. Top. Signal Process.

SIGDIAL Conference

University of Lorraine, Nancy, France (PHD)

Education History

University of Lorraine, Nancy, France

PHD

Publications

Lucie Daubigney, Matthieu Geist, Olivier Pietquin
Random projections: A remedy for overfitting issues in time series prediction with echo state networks. ICASSP (2013)
Lucie Daubigney, Matthieu Geist, Olivier Pietquin
Particle swarm optimisation of spoken dialogue system strategies. INTERSPEECH (2013)
Lucie Daubigney, Matthieu Geist, Olivier Pietquin
Model-free POMDP optimisation of tutoring systems with echo-state networks. SIGDIAL Conference (2013)
Lucie Daubigney, Matthieu Geist, Olivier Pietquin
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]. JEP-TALN-RECITAL 2012 (2012)
Lucie Daubigney, Matthieu Geist, Olivier Pietquin
Off-policy learning in large-scale POMDP-based dialogue systems. ICASSP (2012)
Lucie Daubigney, Matthieu Geist, Senthilkumar Chandramohan, Olivier Pietquin
A Comprehensive Reinforcement Learning Framework for Dialogue Management Optimization. IEEE J. Sel. Top. Signal Process. 6 (8) (2012)
Olivier Pietquin, Lucie Daubigney, Matthieu Geist
Optimization of a tutoring system from a fixed set of data. SLaTE (2011)
Lucie Daubigney, Olivier Pietquin
Single-trial P300 detection with Kalman filtering and SVMs. ESANN (2011)
Lucie Daubigney, Milica Gasic, Senthilkumar Chandramohan, Matthieu Geist, Olivier Pietquin, Steve J. Young
Uncertainty Management for On-Line Optimisation of a POMDP-Based Large-Scale Spoken Dialogue System. INTERSPEECH (2011)