Improving Multi-modal Optimization Restart Strategy Through Multi-armed Bandit. - Amaury Dubois; Julien Dehos; Fabien Teytaud (ICMLA, 2018)

Automatic Calibration of a Farm Irrigation Model: A Multi-Modal Optimization Approach. - Amaury Dubois; Fabien Teytaud; Éric Ramat; Sébastien Vérel (EA, 2019)

Optimisation et apprentissage de modèles biologiques: application à lirrigation [sic l'irrigation] de pomme de terre. (Optimization and learning of organic models: application to potato irrigation). - Amaury Dubois (2020)

Short term soil moisture forecasts for potato crop farming: A machine learning approach. - Amaury Dubois; Fabien Teytaud; Sébastien Vérel (Comput. Electron. Agric., 2021)

Upper confidence tree for planning restart strategies in multi-modal optimization. - Amaury Dubois; Julien Dehos; Fabien Teytaud (Soft Comput., 2021)