Parcourir par Affiliation d'auteur

A new adaptive identification strategy of best crop management with farmers. Gautron Romain, Baudry Dorian, Adam Myriam, Falconnier Gatien, Hoogenboom Gerrit, King Brian, Corbeels Marc. 2024. Field Crops Research, 307:109249, 12 p.

Apprentissage par renforcement pour l'aide à la conduite des cultures des petits agriculteurs des pays du Sud : vers la maîtrise des risques. Gautron Romain. 2022. Montpellier : Institut Agro Montpellier, 181 p. Thèse de doctorat : Apprentissage automatique appliqué à l'agronomie : Institut agro Montpellier

Fondements et état de l'art. Mitton Nathalie, Brossard Ludovic, Bouadi Tassadit, Garcia Frédérick, Gautron Romain, Hilgert Nadine, Ienco Dino, Largouët Christine, Lutton Evelyne, Masson Véronique, Martin-Clouaire Roger, Mugnier Marie-Laure, Neveu Pascal, Preux Philippe, Raynal Hélène, Rousset Catherine, Termier Alexandre, Bellon-Maurel Véronique. 2022. In : Agriculture et numérique : un Livre Blanc d’Inria et INRAE pour construire les bases d’une agriculture numérique responsable. Bellon-Maurel Véronique (ed.), Brossard Ludovic (ed.), Garcia Frédérick (ed.), Mitton Nathalie (ed.), Terrier Alexandre (ed.). Le Chesnay : INRIA-INRAE, 32-82. (Livre blanc / INRIA, 6)

Foundations and state of play. Mitton Nathalie, Brossard Ludovic, Bouadi Tassadit, Garcia Frédérick, Gautron Romain, Hilgert Nadine, Ienco Dino, Largouët Christine, Lutton Evelyne, Masson Véronique, Martin-Clouaire Roger, Mugnier Marie-Laure, Neveu Pascal, Preux Philippe, Raynal Hélène, Rousset Catherine, Termier Alexandre, Bellon-Maurel Véronique. 2022. In : Agriculture and Digital Technology: getting the most out of digital technology to contribute to the transition to sustainable agriculture and food systems. Bellon-Maurel Véronique (ed.), Brossard Ludovic (ed.), Garcia Frédérick (ed.), Mitton Nathalie (ed.), Terrier Alexandre (ed.). Le Chesnay : INRIA-INRAE, 30-75. (White Book / INRIA, 6) ISBN 978-2-7261-1310-3

Reinforcement learning for crop management support: Review, prospects and challenges. Gautron Romain, Maillard Odalric-Ambrym, Preux Philippe, Corbeels Marc, Sabbadin Régis. 2022. Computers and Electronics in Agriculture, 200:107182, 14 p.

gym-DSSAT: a crop model turned into a Reinforcement Learning environment. Gautron Romain, Padrón González Emilio José, Preux Philippe, Bigot Julien, Maillard Odalric-Ambrym, Emukpere David. 2022. Villeneuve d’Ascq : INRIA, 34 p. (INRIA Research Report, 9460)

Optimal Thompson Sampling strategies for support-aware CVaR bandits. Baudry Dorian, Gautron Romain, Kaufmann Emilie, Maillard Odalric-Ambrym. 2021. In : Proceedings of Machine Learning Research. Meila Marina (ed.), Zhang Tong (ed.). Cambridge : PMLR, 716-726. (Proceedings of Machine Learning Research, 139) International Conference on Machine Learning. 38, s.l., 18 Juillet 2021/24 Juillet 2021.

Enzymes and C pools as indicators of C build up in short-term conservation agriculture in a savanna ecosystem in Cambodia. Hok Lyda, De Moraes Sa Joao Carlos, Reyes Manuel, Boulakia Stéphane, Tivet Florent, Leng Vira, Kong Rada, Briedis Clever, Da Cruz Hartman Daiani, Ferreira Lucimara Aparecida, Massao Inagaki Thiago, Potma Gonçalves Daniel Ruiz, Bressan Pamela Thaísa. 2018. Soil and Tillage Research, 177 : 125-133.

Evaluating carbon sequestration for conservation agriculture and tillage systems in Cambodia using the EPIC model. Le Kieu Ngoc, Jha Manoj K., Reyes Manuel, Jeong Jaehak, Doro Luca, Gassman Philip W., Hok Lyda, De Moraes Sa Joao Carlos, Boulakia Stéphane. 2018. Agriculture, Ecosystems and Environment, 251 : 37-47.

Climate Smart Rice Cropping systems in Vietnam. State of knowledge and prospects. Tivet Florent, Boulakia Stéphane. 2017. Montpellier : CIRAD, 41 p.

Conservation agriculture and gendered livelihoods in Northwestern Cambodia: decision-making, space and access. Sumner Daniel, Christie Maria Elisa, Boulakia Stéphane. 2017. Agriculture and Human Values, 34 (2) : 347-362.