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Matthieu Jonckheere

affiliation not provided to SSRN

SCHOLARLY PAPERS

2

DOWNLOADS

74

TOTAL CITATIONS

0

Scholarly Papers (2)

1.

Smart Sampling for Optimized Materials: A Gaussian Process Framework for Region-of-Interest Active Learning

Number of pages: 26 Posted: 25 Nov 2025
Leandro Carreira, Alain Esteve, Matthieu Jonckheere and Carole Rossi
affiliation not provided to SSRN, Laboratoire d'analyse et architecture des systèmes (LAAS-CNRS), affiliation not provided to SSRN and Laboratoire d'analyse et architecture des systèmes (LAAS-CNRS)
Downloads 38 (1,222,651)

Abstract:

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Gaussian Process, Active learning, Inverse design, Reactive materials, Acquisition function, Expected Mahalanobis

2.

Online Matching via Reinforcement Learning: An Expert Policy Orchestration Strategy

Number of pages: 37 Posted: 25 Sep 2025
Chiara Mignacco, Matthieu Jonckheere and Gilles Stoltz
affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 36 (1,249,711)

Abstract:

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reinforcement learning, Stochastic Online Matching, Policy Orchestration, Resource Allocation