Léo Baty

Researcher, CERMICS, Ecole Nationale des Ponts et Chausees

Joined

May 2025

Names

Léo Baty (Preferred)

Emails

****@enpc.fr (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

CERMICS, Ecole Nationale des Ponts et Chausees (enpc.fr)

2025 – Present

PhD student

CERMICS, Ecole Nationale des Ponts et Chausees (enpc.fr)

2022 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Axel Parmentier

2022 – 2025

Expertise

No areas of expertise listed

Publications

Structured Reinforcement Learning for Combinatorial Decision-Making
Heiko Hoppe, Léo Baty, Louis Bouvier, Axel Parmentier, Maximilian Schiffer
- NeurIPS 2025 poster
- Readers: Everyone
Combinatorial Optimization-Enriched Machine Learning to Solve the Dynamic Vehicle Routing Problem with Time Windows
Léo Baty, Kai Jungel, Patrick S. Klein, Axel Parmentier, Maximilian Schiffer
- Transp. Sci. 2024
- Readers: Everyone
Solving differential equations using physics informed deep learning: a hand-on tutorial with benchmark tests
Hubert Baty, Léo Baty
- CoRR 2023
- Readers: Everyone
Combinatorial Optimization enriched Machine Learning to solve the Dynamic Vehicle Routing Problem with Time Windows
Léo Baty, Kai Jungel, Patrick S. Klein, Axel Parmentier, Maximilian Schiffer
- CoRR 2023
- Readers: Everyone
Learning with Combinatorial Optimization Layers: a Probabilistic Approach
Guillaume Dalle, Léo Baty, Louis Bouvier, Axel Parmentier
- 2022 (modified: 27 Mar 2023)
- CoRR 2022
- Readers: Everyone

Co-Authors