Talks and Posters
Talks
PhD Defense: On Learning-based Control of Dynamical Systems: Application to Flow Control
PhD Defense - LISN1, Orsay, France, 2025
[slides]Learning-based Control on Dynamical Systems
TAU2 Seminar - LISN1, Orsay, France, 2024
[slides]Exploration Strategies in Reinforcement Learning: Maximum Entropy optimisation applied to chaotic PDE control
SIAM3 Computational Science and Engineering 2023 (CSE23) - Amsterdam, Netherlands, 2023
[slides]Evidence on the regularisation properties of Maximum-Entropy Reinforcement Learning
Optimization and Learning Conference ’24 (OLA24) - Dubrovnik, Croatia, 2024
[slides]Gaussian Process Regression on Vector Fields and Uncertainty Quantification
LISN1 Mechanics Department Seminar - LISN1, Orsay, France, 2024
[slides]Reinforcement Learning as Optimal Control for Shear Flows
European Drag Reduction and Flow Control Meeting (EDRFCM 2022) - CNAM4, Paris, France, 2022
[slides]
Posters
Learning non-Markovian Dynamical Systems with Signature-based Encoders
European Conference on Artificial Intelligence (ECAI) Workshop: Machine Learning Meets Differential Equations (ML-DE) - Bologna, Italy, 2025
[poster]Evidence on the regularisation properties of Maximum-Entropy Reinforcement Learning
European Workshop on Reinforcement Learning (EWRL) - Toulouse, France, 2024
[poster]Increasing Information for Model Predictive Control with Semi-Markov Decision Processes
6th Annual Learning for Dynamics & Control Conference (L4DC24) - Oxford, UK, 2024
[poster]