Adrien Banse

FRIA (F.R.S - FNRS) research fellow - INMA, ICTEAM, UCLouvain
Office A.101, Euler building
4-6, av. Georges Lemaître, 1348 Louvain-la-Neuve

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I am a Ph. D. student in the Mathematical Engineering department of the ICTEAM, at UCLouvain. My supervisor is Raphaël Jungers. I obtained my master’s degree in Mathematical Engineering from UCLouvain in 2022. My Erdős Number is 4.

My research area is at the intersection of Mathematics and Computer Science. More precisely, I am interested in

  • Metrics between Markov models and their applications in Control Theory and Reinforcement Learning
  • Smart data-driven methods for the abstraction of dynamical systems

Previously, I also worked on data-driven methods to analyze stability of constrained switching systems.

News

Mar 22, 2024 🇳🇱 From April to August, I will visit Manual Mazo Jr. and Luca Laurenti at TUDelft, in the Netherlands.
Dec 1, 2023 👨‍💻 Together with Julien Calbert, we presented our package Dionysos.jl at the Julia Optimization Days (Paris, France), and at the JuliaCon Local (Eindhoven, Netherlands).
Sep 18, 2023 📃 Our paper “Learning stability guarantees for constrained switching linear systems from noisy observations” has been published in Nonlinear Analysis: Hybrid Systems (available online here)
Aug 22, 2023 🗣️ I will be at CDC23 in December to present our paper “Data-driven abstractions via adaptive refinements and a Kantorovich metric” (see arXiv extended version here)
Apr 3, 2023 📃 Our paper “Data-driven memory-dependent abstractions of dynamical systems” was accepted at L4DC (pre-print arXiv here)
Feb 10, 2023 🇬🇧 During the whole month of March, I will visit Alessandro Abate in the OXCAV laboratory of the University of Oxford
Dec 13, 2022 🎓 I was granted the FRIA fellowship from the F.R.S. - FNRS