Grégoire Danoy

Grégoire Danoy

Université du Luxembourg

H-index: 25

Europe-Luxembourg

About Grégoire Danoy

Grégoire Danoy, With an exceptional h-index of 25 and a recent h-index of 21 (since 2020), a distinguished researcher at Université du Luxembourg, specializes in the field of optimisation, evolutionary algorithms, swarm intelligence, ad hoc networks, UAV.

His recent articles reflect a diverse array of research interests and contributions to the field:

Multi-Objective Reinforcement Learning based on Decomposition: A taxonomy and framework

Training Green AI Models Using Elite Samples

A toolkit for reliable benchmarking and research in multi-objective reinforcement learning

Evolutionary swarm formation: From simulations to real world robots

An ARGoS plug-in for the Crazyflie drone

A split-training approach to JoVe-FL

Optimising robot swarm formations by using surrogate models and simulations

Towards Unified Data Ingestion and Transfer for the Computing Continuum

Grégoire Danoy Information

University

Position

___

Citations(all)

2124

Citations(since 2020)

1390

Cited By

1204

hIndex(all)

25

hIndex(since 2020)

21

i10Index(all)

58

i10Index(since 2020)

41

Email

University Profile Page

Université du Luxembourg

Google Scholar

View Google Scholar Profile

Grégoire Danoy Skills & Research Interests

optimisation

evolutionary algorithms

swarm intelligence

ad hoc networks

UAV

Top articles of Grégoire Danoy

Title

Journal

Author(s)

Publication Date

Multi-Objective Reinforcement Learning based on Decomposition: A taxonomy and framework

Journal of Artificial Intelligence Research

Florian Felten

El-Ghazali Talbi

Grégoire Danoy

2024/2/26

Training Green AI Models Using Elite Samples

arXiv preprint arXiv:2402.12010

Mohammed Alswaitti

Roberto Verdecchia

Grégoire Danoy

Pascal Bouvry

Johnatan Pecero

2024/2/19

A toolkit for reliable benchmarking and research in multi-objective reinforcement learning

Advances in Neural Information Processing Systems

Florian Felten

Lucas Nunes Alegre

Ann Nowe

Ana LC Bazzan

Grégoire Danoy

...

2023/11/2

Evolutionary swarm formation: From simulations to real world robots

Engineering Applications of Artificial Intelligence

Daniel H Stolfi

Grégoire Danoy

2024/2/1

An ARGoS plug-in for the Crazyflie drone

arXiv preprint arXiv:2401.16948

Daniel H Stolfi

Grégoire Danoy

2024/1/30

A split-training approach to JoVe-FL

Lena Maria Hartmann

Grégoire Danoy

Mohammed Alswaitti

Pascal Bouvry

2023

Optimising robot swarm formations by using surrogate models and simulations

Applied Sciences

Daniel H Stolfi

Grégoire Danoy

2023/5/12

Towards Unified Data Ingestion and Transfer for the Computing Continuum

Tariq Arslan

Ovidiu-Cristian Marcu

Grégoire Danoy

Pascal Bouvry

2023/12/15

Evaluating surrogate models for robot swarm simulations

Daniel H Stolfi

Grégoire Danoy

2023/5/3

JoVe-FL-A Joint-embedding Vertical Federated Learning Framework

Lena Maria Hartmann

Grégoire Danoy

Mohammed Alswaitti

Pascal Bouvry

2023

Constraint Model for the Satellite Image Mosaic Selection Problem

arXiv preprint arXiv:2312.04210

Manuel Combarro Simón

Pierre Talbot

Grégoire Danoy

Jedrzej Musial

Mohammed Alswaitti

...

2023/12/7

Introduction to the Satellite Image Mosaic Combination Problem

Jedrzej Musial

Manuel COMBARRO SIMON

Grégoire DANOY

Mohammed ALSWAITTI

Andrei Tchernykh

...

2023

Hyperparameter Optimization for Multi-Objective Reinforcement Learning

arXiv preprint arXiv:2310.16487

Florian Felten

Daniel Gareev

El-Ghazali Talbi

Grégoire Danoy

2023/10/25

Satellite Image Mosaic Combination Problem

Manuel COMBARRO SIMON

Grégoire DANOY

Jedrzej MUSIAL

Andrei Tchernykh

Mohammed ALSWAITTI

...

2023

Spacecraft Swarm Orbital Formation Optimisation Using Evolutionary Techniques

Daniel H Stolfi

Grégoire Danoy

2023/7/15

MOFL/D: A Federated Multi-objective Learning Framework with Decomposition

Lena Maria HARTMANN

Grégoire Danoy

Mohammed Alswaitti

Pascal Bouvry

2023

Design and analysis of an E-Puck2 robot plug-in for the ARGoS simulator

Robotics and Autonomous Systems

Daniel H Stolfi

Grégoire Danoy

2023/6/1

MO-Gym: A library of multi-objective reinforcement learning environments

Proceedings of the 34th Benelux Conference on Artificial Intelligence BNAIC/Benelearn

Lucas N Alegre

Florian Felten

El-Ghazali Talbi

Grégoire Danoy

Ann Nowé

...

2022

Optimising autonomous robot swarm parameters for stable formation design

Daniel H Stolfi

Grégoire Danoy

2022/7/8

A Framework of Hyper-Heuristics based on Q-Learning

Gabriel Duflo

Grégoire Danoy

El-Ghazali Talbi

Pascal Bouvry

2022

See List of Professors in Grégoire Danoy University(Université du Luxembourg)

Co-Authors

H-index: 100
Björn Ottersten

Björn Ottersten

Université du Luxembourg

H-index: 75
Samee U. Khan

Samee U. Khan

Mississippi State University

H-index: 62
El-ghazali Talbi

El-ghazali Talbi

Université de Lille

H-index: 51
Pascal Bouvry

Pascal Bouvry

Université du Luxembourg

H-index: 36
Bernabe Dorronsoro

Bernabe Dorronsoro

Universidad de Cádiz

H-index: 16
Sebastien Varrette

Sebastien Varrette

Université du Luxembourg

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