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Valentin Macé
Valentin Macé
AI Research Engineer - InstaDeep / Sorbonne University
Verified email at instadeep.com
Title
Cited by
Cited by
Year
Diversity Policy Gradient for Sample Efficient Quality-Diversity Optimization
T Pierrot, V Macé, F Chalumeau, A Flajolet, G Cideron, K Beguir, A Cully, ...
GECCO, The Genetic and Evolutionary Computation Conference, 2022
512022
Using whole document context in neural machine translation
V Macé, C Servan
arXiv preprint arXiv:1910.07481, 2019
372019
Neuroevolution is a competitive alternative to reinforcement learning for skill discovery
F Chalumeau, R Boige, B Lim, V Macé, M Allard, A Flajolet, A Cully, ...
arXiv preprint arXiv:2210.03516, 2022
202022
Qdax: A library for quality-diversity and population-based algorithms with hardware acceleration
F Chalumeau, B Lim, R Boige, M Allard, L Grillotti, M Flageat, V Macé, ...
Journal of Machine Learning Research 25 (108), 1-16, 2024
72024
The quality-diversity transformer: Generating behavior-conditioned trajectories with decision transformers
V Macé, R Boige, F Chalumeau, T Pierrot, G Richard, N Perrin-Gilbert
Proceedings of the Genetic and Evolutionary Computation Conference, 1221-1229, 2023
62023
Assessing Quality-Diversity Neuro-Evolution Algorithms Performance in Hard Exploration Problems
F Chalumeau, T Pierrot, V Macé, A Flajolet, K Beguir, A Cully, ...
arXiv preprint arXiv:2211.13742, 2022
52022
Diversity Policy Gradient for Sample Efficient Quality-Diversity Optimization.(2021)
T Pierrot, V Macé, G Cideron, K Beguir, A Cully, O Sigaud, N Perrin
42021
Sample efficient Quality Diversity for neural continuous control
T Pierrot, V Macé, G Cideron, N Perrin, K Beguir, O Sigaud
22020
Factored action spaces in deep reinforcement learning
T PIERROT, V Macé, JB Sevestre, L Monier, A Laterre, N Perrin, K Beguir, ...
22020
On the Use of Dependencies in Relation Classification of Text with Deep Learning
B Espinasse, S Fournier, A Chifu, G Guibon, R Azcurra, V Mace
International Conference on Computational Linguistics and Intelligent Text …, 2019
2019
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