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Full Professor | Head of AI | Pedagogy Research Program
About Me
Seasoned AI research leader with 15+ years of experience in academia and industry. Currently serving as Full Professor at EPITA and Head of AI & Pedagogy Research Program at IONIS Education Group. Expertise spans reinforcement learning, natural language processing, robotics, and large language models, with a proven track record of translating cutting-edge research into impactful real-world applications.
My research has achieved state-of-the-art performance on major benchmarks and has been recognized with international awards. I hold 17 patents in machine learning and NLP, and have led teams ranging from 6 to 30 researchers across academia and industry. My current focus includes developing AI-driven educational tools, advancing robotic learning with LLMs, and mentoring the next generation of AI researchers.
Jan 1, 0001
Scalable differentiable pattern mining approach with coverage regularization for large-scale datasets.
Jan 1, 2024
Safe skill discovery approach for robotic manipulation combining reinforcement learning with safety constraints.
Jan 1, 2023
Novel training approach using reachable manifold and inverse mapping for improved robotic manipulation.
Jan 1, 2022
Demonstration conditioned reinforcement learning approach for efficient few-shot imitation learning.
Jan 1, 2021
Novel approach for learning visual representations using caption annotations for improved visual understanding.
Jan 1, 2020
Memory Network approach to dialog state tracking framed as machine reading comprehension.
Jan 1, 2017
Jan 1, 0001
- Email: Click to reveal
- Affiliation: EPITA | IONIS Education Group (Paris, France)
- Areas: ML, DL, RL, NLP, Robotics
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