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Olivier Pietquin
Olivier Pietquin
Google Brain (On leave of Professor at University of Lille - CRIStAL - SequeL team)
Dirección de correo verificada de univ-lille.fr - Página principal
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Deep q-learning from demonstrations
T Hester, M Vecerik, O Pietquin, M Lanctot, T Schaul, B Piot, D Horgan, ...
Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018
1191*2018
Leveraging demonstrations for deep reinforcement learning on robotics problems with sparse rewards
M Vecerik, T Hester, J Scholz, F Wang, O Pietquin, B Piot, N Heess, ...
arXiv preprint arXiv:1707.08817, 2017
6602017
Noisy networks for exploration
M Fortunato, MG Azar, B Piot, J Menick, I Osband, A Graves, V Mnih, ...
arXiv preprint arXiv:1706.10295, 2017
5872017
Modulating early visual processing by language
H De Vries, F Strub, J Mary, H Larochelle, O Pietquin, AC Courville
Advances in Neural Information Processing Systems 30, 2017
4832017
Guesswhat?! visual object discovery through multi-modal dialogue
H De Vries, F Strub, S Chandar, O Pietquin, H Larochelle, A Courville
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
4132017
Listen and translate: A proof of concept for end-to-end speech-to-text translation
A Bérard, O Pietquin, C Servan, L Besacier
arXiv preprint arXiv:1612.01744, 2016
2772016
What matters for on-policy deep actor-critic methods? a large-scale study
M Andrychowicz, A Raichuk, P Stańczyk, M Orsini, S Girgin, R Marinier, ...
International conference on learning representations, 2020
270*2020
A theory of regularized markov decision processes
M Geist, B Scherrer, O Pietquin
International Conference on Machine Learning, 2160-2169, 2019
2422019
Acme: A research framework for distributed reinforcement learning
MW Hoffman, B Shahriari, J Aslanides, G Barth-Maron, N Momchev, ...
arXiv preprint arXiv:2006.00979, 2020
2052020
A probabilistic framework for dialog simulation and optimal strategy learning
O Pietquin, T Dutoit
IEEE Transactions on Audio, Speech, and Language Processing 14 (2), 589-599, 2006
2022006
End-to-end automatic speech translation of audiobooks
A Bérard, L Besacier, AC Kocabiyikoglu, O Pietquin
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
1912018
Machine learning for spoken dialogue systems
O Lemon, O Pietquin
European Conference on Speech Communication and Technologies (Interspeech'07 …, 2007
1472007
A framework for unsupervised learning of dialogue strategies
O Pietquin
Presses univ. de Louvain, 2005
1432005
A survey on metrics for the evaluation of user simulations
O Pietquin, H Hastie
The knowledge engineering review 28 (1), 59-73, 2013
1372013
Audiolm: a language modeling approach to audio generation
Z Borsos, R Marinier, D Vincent, E Kharitonov, O Pietquin, M Sharifi, ...
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2023
1282023
Kalman temporal differences
M Geist, O Pietquin
Journal of artificial intelligence research 39, 483-532, 2010
1202010
Sample-efficient batch reinforcement learning for dialogue management optimization
O Pietquin, M Geist, S Chandramohan, H Frezza-Buet
ACM Transactions on Speech and Language Processing (TSLP) 7 (3), 1-21, 2011
1162011
Inverse reinforcement learning through structured classification
E Klein, M Geist, B Piot, O Pietquin
Advances in neural information processing systems 25, 2012
1152012
Algorithmic Survey of Parametric Value Function Approximation
M Geist, O Pietquin
Transactions on Neural Networks and Learning Systems 24 (6), 845-867, 2013
112*2013
User simulation in dialogue systems using inverse reinforcement learning
S Chandramohan, M Geist, F Lefevre, O Pietquin
Interspeech 2011, 1025-1028, 2011
1122011
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Artículos 1–20