Diluted Near-Optimal Expert Demonstrations for Guiding Dialogue Stochastic Policy Optimisation. - Thibault Cordier; Tanguy Urvoy; Lina Maria Rojas-Barahona; Fabrice Lefèvre (CoRR, 2020)

Graph Neural Network Policies and Imitation Learning for Multi-Domain Task-Oriented Dialogues. - Thibault Cordier; Tanguy Urvoy; Fabrice Lefèvre; Lina Maria Rojas-Barahona (SIGDIAL, 2022)

Flexible and Systematic Uncertainty Estimation with Conformal Prediction via the MAPIE library. - Thibault Cordier; Vincent Blot; Louis Lacombe; Thomas Morzadec; Arnaud Capitaine; Nicolas J.-B. Brunel (COPA, 2023)

Few-Shot Structured Policy Learning for Multi-Domain and Multi-Task Dialogues. - Thibault Cordier; Tanguy Urvoy; Fabrice Lefèvre; Lina Maria Rojas-Barahona (EACL (Findings), 2023)

Imitation hiérarchique et apprentissage par renforcement pour les systèmes de dialogue orientés tâches multi-domaines. (Hierarchical imitation and reinforcement learning for multi-domain Task-Oriented dialogue systems). - Thibault Cordier (2023)