activity
20222026
most citedReinforcement learning for Energies of the future and carbon neutrality: a Challenge Design

2 citations · 2 across the 6 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

math.OC2026

GLOBe: A Modular Global Optimization library

Gaëtan Serré, Argyris Kalogeratos, Nicolas Vayatis

Open-source libraries are have a catalytic role in research pipelines, where new methods must be compared against up-to-date baselines. We present the GLobal Optimization Benchmark…

math.OC2026

Enhancing Exploration in Global Optimization by Noise Injection in the Probability Measures Space

Gaëtan Serré, Pierre Germain, Samuel Gruffaz +1

McKean-Vlasov (MKV) systems provide a unifying framework for recent state-of-the-art particlebased methods for global optimization. While individual particles follow stochastic tra…