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Jean-bastien Grill
Jean-bastien Grill
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Bootstrap your own latent-a new approach to self-supervised learning
JB Grill, F Strub, F Altché, C Tallec, P Richemond, E Buchatskaya, ...
Advances in neural information processing systems 33, 21271-21284, 2020
25472020
Black-box optimization of noisy functions with unknown smoothness
JB Grill, M Valko, R Munos
Advances in Neural Information Processing Systems 28, 2015
912015
Bootstrap latent-predictive representations for multitask reinforcement learning
ZD Guo, BA Pires, B Piot, JB Grill, F Altché, R Munos, MG Azar
International Conference on Machine Learning, 3875-3886, 2020
822020
Broaden your views for self-supervised video learning
A Recasens, P Luc, JB Alayrac, L Wang, F Strub, C Tallec, M Malinowski, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
562021
Monte-Carlo tree search as regularized policy optimization
JB Grill, F Altché, Y Tang, T Hubert, M Valko, I Antonoglou, R Munos
International Conference on Machine Learning, 3769-3778, 2020
442020
BYOL works even without batch statistics
PH Richemond, JB Grill, F Altché, C Tallec, F Strub, A Brock, S Smith, ...
arXiv preprint arXiv:2010.10241, 2020
412020
World discovery models
MG Azar, B Piot, BA Pires, JB Grill, F Altché, R Munos
arXiv preprint arXiv:1902.07685, 2019
312019
Blazing the trails before beating the path: Sample-efficient Monte-Carlo planning
JB Grill, M Valko, R Munos
Advances in Neural Information Processing Systems 29, 2016
262016
Planning in entropy-regularized Markov decision processes and games
JB Grill, O Darwiche Domingues, P Ménard, R Munos, M Valko
Advances in Neural Information Processing Systems 32, 2019
142019
Optimistic optimization of a Brownian
JB Grill, M Valko, R Munos
Advances in Neural Information Processing Systems 31, 2018
62018
Byol-explore: Exploration by bootstrapped prediction
ZD Guo, S Thakoor, M Pîslar, BA Pires, F Altché, C Tallec, A Saade, ...
arXiv preprint arXiv:2206.08332, 2022
42022
On the role of population heterogeneity in emergent communication
M Rita, F Strub, JB Grill, O Pietquin, E Dupoux
arXiv preprint arXiv:2204.12982, 2022
42022
Predicting Performance on Dichotomous Questions: Comparing Models for Large-Scale Adaptive Testing.
JJ Vie, F Popineau, JB Grill, É Bruillard, Y Bourda
EDM, 618-619, 2015
22015
Emergent Communication: Generalization and Overfitting in Lewis Games
M Rita, C Tallec, P Michel, JB Grill, O Pietquin, E Dupoux, F Strub
arXiv preprint arXiv:2209.15342, 2022
2022
Population size and agent heterogeneity in simulated language emergence
M Rita, F Strub, JB Grill, O Pietquin, E Dupoux
2022
Self-supervised representation learning using bootstrapped latent representations
JBFL Grill, F Strub, F Altché, C Tallec, P Richemond, BA Pires, Z Guo, ...
US Patent App. 17/338,777, 2021
2021
World Discovery Models
M Gheshlaghi Azar, B Piot, B Avila Pires, JB Grill, F Altché, R Munos
arXiv e-prints, arXiv: 1902.07685, 2019
2019
Prédiction de performance sur des questions dichotomiques: comparaison de modèles pour des tests adaptatifs à grande échelle
JJ Vie, F Popineau, JB Grill, E Bruillard, Y Bourda
Atelier Évaluation des Apprentissages et Environnements Informatiques, EIAH 2015, 2015
2015
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