MARLIM: Multi-Agent Reinforcement Learning for Inventory Management

no code implementations • 3 Aug 2023 • Rémi Leluc, Elie Kadoche, Antoine Bertoncello, Sébastien Gourvénec

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.

Management Multi-agent Reinforcement Learning +1

Membership Inference Attacks via Adversarial Examples

no code implementations • 27 Jul 2022 • Hamid Jalalzai, Elie Kadoche, Rémi Leluc, Vincent Plassier

In this paper, we develop a mean to measure the leakage of training data leveraging a quantity appearing as a proxy of the total variation of a trained model near its training samples.