Emmanuel Rachelson
Professor at ISAE-SUPAERO
Toulouse, Occitania, France
Summary
👤
Senior🎓
Top SchoolEmmanuel Rachelson is a professor of Machine Learning and Reinforcement Learning at ISAE-SUPAERO with nine years of focused experience leading research and graduate programs in data and decision sciences. He founded and heads the Supaero Reinforcement Learning Initiative (SuReLI), bridging theoretical advances in Markov Decision Processes with practical applications in aerospace and energy operations. His work spans simulation-based RL, sampling-efficient algorithms and optimization for sequential decision problems, with a track record of steering curriculum and research groups. Based in Toulouse, he combines academic leadership with hands-on research, and in a less expected vein pursues paragliding, reflecting a taste for risk-aware decision making beyond the lab.
9 years of coding experience
10 years of employment as a software developer
Grande Ecole Engineering diploma, Aeronautics and Space, Grande Ecole Engineering diploma, Aeronautics and Space at Ecole nationale supérieure de l'Aéronautique et de l'EspaceMSc, Automatic Control Systems, MSc, Automatic Control Systems at Université Paul Sabatier Toulouse III
French, English, Spanish
Github Skills (22)
python10
data-science10
machine-learning10
deep-learning10
reinforcement-learning9
des9
deep-reinforcement-learning9
pytorch7
tensorflow6
audience4
uncertainty3
tree-search2
parallel2
prediction-model2
monte-carlo2
Programming languages (3)
Github contributions (5)
erachelson/MLclass
Apr 2018 - Oct 2020
My main Machine Learning class
Contributions:76 commits, 11 PRs, 61 pushes in 2 years 6 months
pythondata-sciencedeep-learningmachine-learningq
SupaeroDataScience/reinforcement-learning
Feb 2021 - Jan 2023
Reinforcement Learning class
Contributions:68 commits, 59 pushes, 1 branch in 1 year 11 months
reinforcement-learningreinforcementdeep-reinforcement-learning
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