| Optimal thompson sampling strategies for support-aware cvar bandits D Baudry, R Gautron, E Kaufmann, O Maillard International Conference on Machine Learning, 716-726, 2021 | 36 | 2021 |
| Reinforcement learning for crop management support: Review, prospects and challenges R Gautron, OA Maillard, P Preux, M Corbeels, R Sabbadin Computers and Electronics in Agriculture 200, 107182, 2022 | 25 | 2022 |
| gym-DSSAT: a crop model turned into a Reinforcement Learning environment R Gautron, EJ Padrón, P Preux, J Bigot, OA Maillard, D Emukpere arXiv preprint arXiv:2207.03270, 2022 | 17 | 2022 |
| Foundations and state of the art N Mitton, L Brossard, T Bouadi, F Garcia, R Gautron, N Hilgert, D Ienco, ... Agriculture and Digital Technology: Getting the most out of digital …, 2022 | 2 | 2022 |
| Apprentissage par renforcement pour l'aide à la conduite des cultures des petits agriculteurs des pays du Sud˸ vers la maîtrise des risques. R Gautron Montpellier SupAgro, 2022 | 1 | 2022 |
| A new adaptive identification strategy of best crop management with farmers R Gautron, D Baudry, M Adam, GN Falconnier, G Hoogenboom, B King, ... Field Crops Research 307, 109249, 2024 | | 2024 |
| Learning crop management by reinforcement: gym-DSSAT R Gautron, EJ Padrón, P Preux, J Bigot, OA Maillard, G Hoogenboom, ... AIAFS 2023-2nd AAAI Workshop on AI for Agriculture and Food Systems, 2023 | | 2023 |
| Towards an efficient and risk aware strategy for guiding farmers in identifying best crop management R Gautron, D Baudry, M Adam, GN Falconnier, M Corbeels arXiv preprint arXiv:2210.04537, 2022 | | 2022 |
| gym-DSSAT: un modèle de cultures converti en un environnement d’apprentissage par renforcement R Gautron, EJ Padrón, P Preux, J Bigot, OA Maillard, D Emukpere | | 2022 |
| Fondements et état de l'art N Mitton, L Brossard, T Bouadi, F Garcia, R Gautron, N Hilgert, D Ienco, ... INRIA, 2022 | | 2022 |
| Publications scientifiques de l'Institut de Recherche en Informatique et Systèmes Aléatoires (IRISA) N Mitton, L Brossard, T Bouadi, F Garcia, R Gautron | | |
