Gabriel Duflo

According to our database, Gabriel Duflo authored at least 9 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Action Space Size Effects in Reinforcement Learning for the Vehicle Routing Problem.

Jon Díaz-Aparicio, Gabriel Duflo, Jenny Fajardo Calderín, Enrique Onieva

Proceedings of the Hybrid Artificial Intelligent Systems - 20th International Conference, 2025

2024

A Graph Data Model Creation Methodology for Accident Hotspot Prediction in Urban Areas.

Jon Díaz, Gabriel Duflo, Jenny Fajardo, Enrique Onieva, Antonio David Masegosa

Proceedings of the Hybrid Artificial Intelligent Systems - 19th International Conference, 2024

2023

Learning Optimisation Algorithms over Graphs.

Gabriel Duflo

PhD thesis, 2023

2022

A RNN-Based Hyper-heuristic for Combinatorial Problems.

Emmanuel Kieffer, Gabriel Duflo, Grégoire Danoy, Sébastien Varrette, Pascal Bouvry

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2022

A Generative Hyper-Heuristic based on Multi-Objective Reinforcement Learning: the UAV Swarm Use Case.

Gabriel Duflo, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021

A Q-Learning Based Hyper-Heuristic for Generating Efficient UAV Swarming Behaviours.

Gabriel Duflo, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry

Proceedings of the Intelligent Information and Database Systems - 13th Asian Conference, 2021

2020

Automating the Design of Efficient Distributed Behaviours for a Swarm of UAVs.

Gabriel Duflo, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Automated design of efficient swarming behaviours: a Q-learning hyper-heuristic approach.

Gabriel Duflo, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019

A GP Hyper-Heuristic Approach for Generating TSP Heuristics.

Gabriel Duflo, Emmanuel Kieffer, Matthias R. Brust, Grégoire Danoy, Pascal Bouvry

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019