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Félix Chalumeau
Félix Chalumeau
Ecole polytechnique, InstaDeep
在 instadeep.com 的电子邮件经过验证
标题
引用次数
引用次数
年份
Diversity policy gradient for sample efficient quality-diversity optimization
T Pierrot, V Macé, F Chalumeau, A Flajolet, G Cideron, K Beguir, A Cully, ...
Proceedings of the Genetic and Evolutionary Computation Conference, 1075-1083, 2022
572022
Seapearl: A constraint programming solver guided by reinforcement learning
F Chalumeau, I Coulon, Q Cappart, LM Rousseau
Integration of Constraint Programming, Artificial Intelligence, and …, 2021
282021
Empirical analysis of pga-map-elites for neuroevolution in uncertain domains
M Flageat, F Chalumeau, A Cully
ACM Transactions on Evolutionary Learning 3 (1), 1-32, 2023
222023
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
222022
Map-elites with descriptor-conditioned gradients and archive distillation into a single policy
M Faldor, F Chalumeau, M Flageat, A Cully
Proceedings of the Genetic and Evolutionary Computation Conference, 138-146, 2023
122023
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
112024
Combinatorial optimization with policy adaptation using latent space search
F Chalumeau, S Surana, C Bonnet, N Grinsztajn, A Pretorius, A Laterre, ...
Advances in Neural Information Processing Systems 36, 7947-7959, 2023
112023
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
82023
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
62022
Synergizing Quality-Diversity with Descriptor-Conditioned Reinforcement Learning
M Faldor, F Chalumeau, M Flageat, A Cully
arXiv preprint arXiv:2401.08632, 2023
22023
Memory-Enhanced Neural Solvers for Efficient Adaptation in Combinatorial Optimization
F Chalumeau, R Shabe, N de Nicola, A Pretorius, TD Barrett, N Grinsztajn
arXiv preprint arXiv:2406.16424, 2024
2024
Evolutionary Learning and Optimization
J Renzullo, W Weimer, S Forrest, D Yazdani, MN Omidvar, AH Gandomi, ...
ACM Transactions on 3 (4), 2023
2023
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