My research focuses on artificial metacognition, i.e. how to create autonomous agents able to explicitly evaluate and adapt their behavior.

Talks and presentations

2024

• Papers review: Kepecs’ framework for decision confidence (team talk)
• Confidence as hyperparameter tuning for sequential decision-making (team talk)
• 🇫🇷 📄 Modéliser la confiance d’un agent décisionnel (PFIA)
• 📄 Towards confident AI (AI PhD students workshop @ Université de Bordeaux)
• 🇫🇷 📄 Rendre l’IA confiante, pour mieux lui faire confiance (Pint of Science)
• Confidence in decision-making (team talk)
• Introduction to the theory of decision-making (team talk)

Publications

2025

• B. Pesquet, F. Alexandre (2025). Towards metacognitive agents: integrating confidence in sequential decision-making, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges, Belgium (📄 Preliminary paper).

2023

• E. Grivel, B. Pesquet, T.-B. Airimitoaie and A. Zemmari (2023). Artificial Intelligence for Defence in an EQF6 Training and Education Program, from the Design to the Execution, IEEE Global Engineering Education Conference (EDUCON), Kuwait City, Kuwait (📄Paper).