Hello there!

My name is Gaëtan Serré, I am a PhD student in mathematics at Centre Borelli, the math lab of the École Normale Supérieure de Paris-Saclay.

I work on

• measure/probability theory;
• stochastic global optimization;
• flows.

Main projects

• Global Optimization: Implementation of several global optimization algorithms. See demo here.
• LIPO-E: Set of global optimization algorithms derivated from Malherber and Vayatis, 2017. See paper.
• SVGD analysis: An implementation of the Stein Variational Gradient Descent algorithm along with a detailed summary of the theoretical results.
• GAiA: A chess program that uses a complex residual neural network specialized in image recognition.
• LiSA: A 3D path tracing render engine.
• L2RPN 2022 PPO Baseline: The code of the baseline agent provided in the 2022 edition of Learning to Run a Power Network.
• AlphaZero (RLlib): An implementation of the AlphaZero algorithm in a fork of the RLlib library.

CV

• CV (EN)

Connect with me