Emmanuel Rachelson🔗

I am a professor of Machine Learning and Optimization at ISAE-SUPAERO.

My research lies in the fields of Reinforcement Learning and Sequential Decision problems, with a broader interest for Machine Learning and Operations Research. I am the part of the "Decision Systems" research group within the Department of Complex Systems Engineering (DISC) and the founder and co-head of SuReLI (Supaero Reinforcement Learning Initiative).
I previously held positions as a postdoctoral fellow with Pr. M. G. Lagoudakis, then Pr. D. Ernst, and as a permanent researcher at Electricité de France.
I created the Data & Decision Sciences MS curriculum and have been implied more generally on (most) AI-related topics within the ISAE-SUPAERO cursus. My current focus is on my research group.
My recent work has covered non-negative transfer between RL environments, risk-averse planning, and a few applications at the interface between combinatorial optimization and ML. I am also currently interested in information disentanglement in RL, and neural consolidation processes for lifelong learning.

My website: https://personnel.isae-supaero.fr/emmanuel-rachelson