Léo Baty


I am a second year PhD student at CERMICS under the supervision of Axel Parmentier, and industrial collaboration with Air France.

Research interests:
  • Combinatorial optimization/Operations Research
  • Machine learning/Reinforcement learning

Selected publications

  1. polytope.png
    Learning with Combinatorial Optimization Layers: A Probabilistic Approach
    Guillaume Dalle, Léo Baty, Louis Bouvier, and 1 more author
    Jul 2022
  2. vrp_pipeline.png
    Combinatorial optimization enriched machine learning to solve the dynamic vehicle routing problem with time windows
    Léo Baty, Kai JungelPatrick Klein, and 2 more authors
    Transportation Science, Jul 2023