Continuous improvement of a document treatment chain using reinforcement learning. - Esther Nicart; Bruno Zanuttini; Bruno Grilhères; Patrick Giroux (IC, 2015)

Building Document Treatment Chains Using Reinforcement Learning and Intuitive Feedback. - Esther Nicart; Bruno Zanuttini; Hugo Gilbert; Bruno Grilhères; Frderic Praca (ICTAI, 2016)

Model-Free Reinforcement Learning with Skew-Symmetric Bilinear Utilities. - Hugo Gilbert; Bruno Zanuttini; Paul Weng; Paolo Viappiani; Esther Nicart (UAI, 2016)

Amélioration continue d'une chaîne de traitement de documents avec l'apprentissage par renforcement. - Esther Nicart; Bruno Zanuttini; Bruno Grilhères; Patrick Giroux; Arnaud Saval (Rev. d'Intelligence Artif., 2017)

Renforcements naturels pour la collaboration homme-machine. (Qualitative reinforcement for man-machine interactions). - Esther Nicart (2017)