Current projects
- ANR JCJC FATE (Frugal and Adaptive Tests) headed by Rémy Degenne, 2023-2026.
- ANR JCJC REPUBLIC (Towards responsible AI with reinforcement learning under constraints) headed by Debabrota Basu, 2023-2026.
- CausalXRL Chist-ERA project (Causality for explainable RL) with U. Sheffield (coordinator) and U. Vienna, 2021-2024.
- ANR Bold, headed by V. Perchet, managed in Scool by Émilie Kaufmann.
- HPC Big Data challenge, Inria challenge 2018-2023.
- Hybrid approaches for interpretable artificial intelligence, Inria challenge 2019-2023.
- Projects related to health:
- BIP-UP will follow-up the “Bandits for Health” project, starting in 2023, ending in 2026.
- Bandits for health (B4H), with F. Pattou’s group, Hospital de Lille (CHU), and INSERM 1190, 2019-2022
- Phenomix project, with F. Pattou’s group, Hospital de Lille (CHU), and INSERM 1190, 2019-2022
- Repos project, with A. Delahaye-Duriez, U. Paris-Sorbonne, APHP, 2019-2022
- collaboration with Defrost regarding P. Schegg PhD, control of a catheter by reinforcement learning, 2019-2022
- Projects related to sustainable development:
- Sequential collaborative learning of recommendations for sustainable gardening (SR4SG) Inria exploratory action, 2019-2023.
- Data Collection for Smart Crop Management associate team with Bihar Agriculture University, Inria, 2020-2022
- with Cirad and CGIAR, we study agriculture practices recommendation with reinforcement learning in developing countries, since 2019
- EMISTRAL Stic AMSud project, with Inria Chile, Universidad de la República, Uruguay, Universidade Federal do Rio Grande do Norte, Brazil, starting in 2021.
- Biodimètre
