Thompson Sampling for CVaR Bandits. - Dorian Baudry; Romain Gautron; Emilie Kaufmann; Odalric-Ambrym Maillard (CoRR, 2020)

Optimal Thompson Sampling strategies for support-aware CVaR bandits. - Dorian Baudry; Romain Gautron; Emilie Kaufmann; Odalric Maillard (ICML, 2021)

Reinforcement learning for crop management support: Review, prospects and challenges. - Romain Gautron; Odalric-Ambrym Maillard; Philippe Preux; Marc Corbeels; Régis Sabbadin (Comput. Electron. Agric., 2022)

gym-DSSAT: a crop model turned into a Reinforcement Learning environment. - Romain Gautron; Emilio J. Padrón 001; Philippe Preux; Julien Bigot; Odalric-Ambrym Maillard; David Emukpere (CoRR, 2022)

Towards an efficient and risk aware strategy for guiding farmers in identifying best crop management. - Romain Gautron; Dorian Baudry; Myriam Adam; Gatien N. Falconnier; Marc Corbeels (CoRR, 2022)