Pascal Leroy
Co-Founder at Belerion
Liège, Liège, Belgium
Summary
👤
Senior🎓
Top SchoolPascal Leroy is a PhD-trained machine learning researcher and entrepreneur with eight years’ experience focused on multi-agent and robust reinforcement learning, currently co-founding Belerion while continuing research engineering at the University of Liège. He leads industry-facing projects, writes proposals and manages consortium collaborations that translate cutting-edge RL research into applied Defense and industrial solutions. His background spans neural network compression and X‑ray image processing, reflecting a practical bent for deploying ML in constrained and safety-critical settings. Based in Liège, Belgium, he bridges academic rigor with startup execution and maintains an active portfolio of research and code visible at his personal site.
8 years of coding experience
Doctor of Philosophy - PhD Machine Learning, Doctor of Philosophy - PhD Machine Learning at University of Liège
Github Skills (45)
benchmark10
robotics10
multi-agent-reinforcement-learning10
distributed-computing10
decision-making10
multiagent-systems10
modular9
reinforcement-learning9
primitive9
pytorch9
machine-learning9
starcraft9
ai9
deep-learning9
deep-reinforcement-learning9
Programming languages (3)
Github contributions (5)
moratodpg/imp_marl
Aug 2022 - Jan 2023
IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL
Contributions:3 releases, 58 reviews, 200 commits in 6 months
benchmarkenvironmentsinfrastructure-managementmultiagent-reinforcement-learning
PaLeroy/smac
Mar 2019 - May 2022
SMAC: The StarCraft Multi-Agent Challenge
Contributions:57 commits, 49 pushes, 1 comment in 3 years 2 months
starcraftagentreinforcement-learningmachine-learningsmac
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