I am an assistant professor at Télécom Paris, Institut Polytechnique Paris. I develop theory and algorithms for autonomous decision-making in systems that learn, interact, and act in the physical world.

I organize the Séminaire Systèmes Complexes (w/ Jérémy Dubut).

Controllability in preference-conditioned multi-objective reinforcement learning P. de las Heras Molins, B. Yalcinkaya, L. Peters, D. Fridovich-Keil, & G. Bakirtzis
NeuS; 2026

Cascaded consensus splitting for multi-branch contingency games
B. Lechardoy, P. de las Heras Molins, T. Lahire, L. Pautet,
D. Filliat, D. Fridovich-Keil, & G. Bakirtzis
preprint; 2026

Categorical semantics of compositional reinforcement learning
G. Bakirtzis, M. Savvas, & U. Topcu
JMLR; 2025

Pau de las Heras Molins
Bastien Lechardoy

Francisco Roldán Sánchez

David Fridovich-Keil
Hi! PARIS visiting chair

Eric Roy-Almonacid   MSc 2026; now at ASDT

Responsible development for the physical world   Increment; 2021
a case for designing software with safety and formal methods in mind

Turing categories   The n-Category Café; 2019
what is the connection between computation and category theory?

Contact me  |  Hack my code  |  Read my preprints and publications