Hi! I am a second year PhD student at Ecole Polytechnique (CMAP) and Inria Paris (Sierra). I work under the supervision of Michael I. Jordan, Alain Durmus and Etienne Boursier. Before that, I graduated from the Ecole Normale Supérieure, Paris in Economics (Paris School of Economics, M.Sc APE) and Statistics (Sorbonne Université, M.Sc Applied Mathematics).

I study decision-making under uncertainty in multi-agent systems, at the intersection of Game Theory, Online Optimization and Statistical Learning.

I am the Project Manager of the Ocean ERC project.

You can reach me at firstname ‘dot’ lastname ‘at’ polytechnique ‘dot’ edu.

Preprints.

Prediction-Aware Learning in Multi-agent Systems. under review. Capitaine, A., Boursier, E., Moulines, E., Jordan, M. I., & Durmus, A.

Publications.

Unravelling in Collaborative Learning. in Neurips 2024. Capitaine, A., Boursier, E., Scheid, A., Moulines, E., Jordan, M., El-Mhamdi, E. M., & Durmus, A.

Learning to mitigate externalities: the coase theorem with hindsight rationality. in Neurips 2024 (Spotlight). Scheid, A., Capitaine, A., Boursier, E., Moulines, E., Jordan, M. I., & Durmus, A

Incentivized Learning in Principal-Agent Bandit Games in ICML 2024. Scheid, A., Tiapkin, D., Boursier, E., Capitaine, A., Mhamdi, E., Moulines, Jordan, M., Durmus, A.