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DUFLO Gabriel

Main Referenced Co-authors
BOUVRY, Pascal  (9)
DANOY, Grégoire  (9)
TALBI, El-Ghazali  (6)
KIEFFER, Emmanuel  (3)
BRUST, Matthias  (1)
Main Referenced Keywords
Deep Symbolic Regression (1); distributed algorithms (1); hyper-heuristic (1); Hyper-heuristics (1); Multi-dimensional Knapsack (1);
Main Referenced Disciplines
Computer science (9)

Publications (total 9)

The most downloaded
145 downloads
Kieffer, E., Duflo, G., Danoy, G., Varrette, S., & Bouvry, P. (2022). A RNN-Based Hyper-Heuristic for Combinatorial Problems. In A RNN-Based Hyper-Heuristic for Combinatorial Problems. doi:10.1007/978-3-031-04148-8_2 https://hdl.handle.net/10993/51074

The most cited

25 citations (Scopus®)

Duflo, G., Kieffer, E., Brust, M. R., Danoy, G., & Bouvry, P. (2019). A GP Hyper-Heuristic Approach for Generating TSP Heuristics. In 33rd IEEE International Parallel & Distributed Processing Symposium (IPDPS 2019). https://hdl.handle.net/10993/39841

Duflo, G., Danoy, G., Talbi, E.-G., & Bouvry, P. (2022). A Framework of Hyper-Heuristics based on Q-Learning. In International Conference in Optimization and Learning (OLA2022).
Peer reviewed

Duflo, G., Danoy, G., Talbi, E.-G., & Bouvry, P. (2022). Learning to Optimise a Swarm of UAVs. Applied Sciences, 12 (19 9587). doi:10.3390/app12199587
Peer Reviewed verified by ORBi

Kieffer, E., Duflo, G., Danoy, G., Varrette, S., & Bouvry, P. (2022). A RNN-Based Hyper-Heuristic for Combinatorial Problems. In A RNN-Based Hyper-Heuristic for Combinatorial Problems. doi:10.1007/978-3-031-04148-8_2
Peer reviewed

Duflo, G., Danoy, G., Talbi, E.-G., & Bouvry, P. (2021). A Q-Learning Based Hyper-Heuristic for Generating Efficient UAV Swarming Behaviours. In Intelligent Information and Database Systems - 13th Asian Conference ACIIDS 2021, Phuket, Thailand, April 7-10, 2021, Proceedings (pp. 768--781). Springer. doi:10.1007/978-3-030-73280-6\_61
Peer reviewed

Duflo, G., Danoy, G., Talbi, E.-G., & Bouvry, P. (2020). Automating the Design of Efficient Distributed Behaviours for a Swarm of UAVs. In IEEE Symposium Series on Computational Intelligence, Canberra 1-4 December 2020 (pp. 489-496). IEEE. doi:10.1109/SSCI47803.2020.9308355
Peer reviewed

Duflo, G., Danoy, G., Talbi, E.-G., & Bouvry, P. (2020). A Q-Learning Hyper-Heuristic for UAV Swarming [Paper presentation]. OLA'2020 Int. Conference on Optimization and Learning, Cadiz, Spain.

Duflo, G., Danoy, G., Talbi, E.-G., & Bouvry, P. (2020). Automated design of efficient swarming behaviours: a Q-learning hyper-heuristic approach. In GECCO '20: Genetic and Evolutionary Computation Conference, Companion Volume, Cancún, Mexico, July 8-12, 2020 (pp. 227--228). ACM. doi:10.1145/3377929.3390026
Peer reviewed

Duflo, G., Kieffer, E., Brust, M. R., Danoy, G., & Bouvry, P. (2019). A GP Hyper-Heuristic Approach for Generating TSP Heuristics. In 33rd IEEE International Parallel & Distributed Processing Symposium (IPDPS 2019).
Peer reviewed

Duflo, G., Kieffer, E., Danoy, G., & Bouvry, P. (29 January 2019). GP hyper-heuristic for the travelling salesman problem [Paper presentation]. OLA'2019 Int. Conference on Optimization and Learning, Bangkok, Thailand.

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