Romain Gautron

According to our database, Romain Gautron authored at least 5 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

gym-DSSAT: a crop model turned into a Reinforcement Learning environment.

Romain Gautron, Emilio J. Padrón, Philippe Preux, Julien Bigot, Odalric-Ambrym Maillard, David Emukpere

CoRR, 2022

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

2021

Optimal Thompson Sampling strategies for support-aware CVaR bandits.

Dorian Baudry, Romain Gautron, Emilie Kaufmann, Odalric Maillard

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Thompson Sampling for CVaR Bandits.

Dorian Baudry, Romain Gautron, Emilie Kaufmann, Odalric-Ambrym Maillard

CoRR, 2020