196 citations
- Centre National de la Recherche ScientifiqueFR7 papers
- École Nationale Supérieure de Mécanique et d'AérotechniqueFR3 papers
- Institut PprimeFR3 papers
- Laboratoire d'Informatique, de Modélisation et d'Optimisation des SystèmesFR3 papers
- Mines Saint-ÉtienneFR3 papers
- Université de PoitiersFR3 papers
- Laboratoire d'Informatique pour la Mécanique et les Sciences de l'IngénieurFR2 papers
- Technische Universität BraunschweigDE2 papers
- Université Paris-SaclayFR2 papers
- Aix-Marseille UniversitéFR1 paper
- All4tec (France)FR1 paper
- CEA GrenobleFR1 paper
13 papers
Learning from Naturalistic Driving Data for Human-like Autonomous Highway Driving
Donghao Xu, Zhezhang Ding, Xu He +4
Driving in a human-like manner is important for an autonomous vehicle to be a smart and predictable traffic participant. To achieve this goal, parameters of the motion planning mod…
Modeling and Optimization with Gaussian Processes in Reduced Eigenbases -- Extended Version
David Gaudrie, Rodolphe Le Riche, Victor Picheny +2
Parametric shape optimization aims at minimizing an objective function f(x) where x are CAD parameters. This task is difficult when f is the output of an expensive-to-evaluate nume…
Targeting Solutions in Bayesian Multi-Objective Optimization: Sequential and Batch Versions
David Gaudrie, Rodolphe Le Riche, Victor Picheny +2
Multi-objective optimization aims at finding trade-off solutions to conflicting objectives. These constitute the Pareto optimal set. In the context of expensive-to-evaluate functio…
Budgeted Multi-Objective Optimization with a Focus on the Central Part of the Pareto Front -- Extended Version
David Gaudrie, Rodolphe Le Riche, Victor Picheny +2
Optimizing nonlinear systems involving expensive computer experiments with regard to conflicting objectives is a common challenge. When the number of experiments is severely restri…
3D reconstruction of dynamic liquid film shape by optical grid deflection method
L. Fourgeaud, E. Ercolani, J. Duplat +2
In this paper, we describe the optical grid deflection method used to reconstruct the 3D profile of liquid films deposited by a receding liquid meniscus. This technique uses the re…
Light Virtual Reality systems for the training of conditionally automated vehicle drivers
Daniele Sportillo, Alexis Paljic, Luciano Ojeda +2
In conditionally automated vehicles, drivers can engage in secondary activities while traveling to their destination. However, drivers are required to appropriately respond, in a l…