2 citations · 4 across the 3 of their papers we have counts for
3 papers
MARLIM: Multi-Agent Reinforcement Learning for Inventory Management
Rémi Leluc, Elie Kadoche, Antoine Bertoncello +1
Maintaining a balance between the supply and demand of products by optimizing replenishment decisions is one of the most important challenges in the supply chain industry. This pap…
Comparison of meta-learners for estimating multi-valued treatment heterogeneous effects
Naoufal Acharki, Ramiro Lugo, Antoine Bertoncello +1
Conditional Average Treatment Effects (CATE) estimation is one of the main challenges in causal inference with observational data. In addition to Machine Learning based-models, non…
Robust Prediction Interval estimation for Gaussian Processes by Cross-Validation method
Naoufal Acharki, Antoine Bertoncello, Josselin Garnier
Probabilistic regression models typically use the Maximum Likelihood Estimation or Cross-Validation to fit parameters. These methods can give an advantage to the solutions that fit…