Romain Laroche
Romain Laroche
Microsoft Research
E-mail confirmado em polytechnique.org - Página inicial
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Hybrid reward architecture for reinforcement learning
H Van Seijen, M Fatemi, J Romoff, R Laroche, T Barnes, J Tsang
Advances in Neural Information Processing Systems, 5392-5402, 2017
1182017
Contextual bandit for active learning: Active thompson sampling
D Bouneffouf, R Laroche, T Urvoy, R Féraud, R Allesiardo
International Conference on Neural Information Processing, 405-412, 2014
372014
Safe policy improvement with baseline bootstrapping
R Laroche, P Trichelair, RT Des Combes
International Conference on Machine Learning, 3652-3661, 2019
302019
Human-machine dialogue as a stochastic game
M Barlier, J Perolat, R Laroche, O Pietquin
Proceedings of the 16th Annual Meeting of the Special Interest Group on …, 2015
272015
Reward Function Learning for Dialogue Management.
L El Asri, R Laroche, O Pietquin
STAIRS, 95-106, 2012
272012
Score-based inverse reinforcement learning
L El Asri, B Piot, M Geist, R Laroche, O Pietquin
262016
NASTIA: Negotiating Appointment Setting Interface.
L El Asri, R Lemonnier, R Laroche, O Pietquin, H Khouzaimi
LREC, 266-271, 2014
262014
Hybridisation of expertise and reinforcement learning in dialogue systems
R Laroche, G Putois, P Bretier, B Bouchon-Meunier
Tenth Annual Conference of the International Speech Communication Association, 2009
262009
Transfer Learning for User Adaptation in Spoken Dialogue Systems.
A Genevay, R Laroche
AAMAS, 975-983, 2016
242016
Reward shaping for statistical optimisation of dialogue management
L El Asri, R Laroche, O Pietquin
International Conference on Statistical Language and Speech Processing, 93-101, 2013
232013
Optimising turn-taking strategies with reinforcement learning
H Khouzaimi, R Laroche, F Lefevre
Proceedings of the 16th Annual Meeting of the Special Interest Group on …, 2015
212015
Transfer reinforcement learning with shared dynamics
R Laroche, M Barlier
Thirty-First AAAI Conference on Artificial Intelligence, 2017
202017
Hybrid collaborative filtering with autoencoders
F Strub, J Mary, R Gaudel
arXiv preprint arXiv:1603.00806, 2016
202016
Counting to explore and generalize in text-based games
X Yuan, MA Côté, A Sordoni, R Laroche, RT Combes, M Hausknecht, ...
arXiv preprint arXiv:1806.11525, 2018
162018
D6. 4: Final evaluation of classic towninfo and appointment scheduling systems
R Laroche, G Putois, P Bretier, M Aranguren, J Velkovska, H Hastie, ...
Report D6 4, 2011
162011
Turn-taking phenomena in incremental dialogue systems
H Khouzaimi, R Laroche, F Lefevre
Proceedings of the 2015 Conference on Empirical Methods in Natural Language …, 2015
152015
Task completion transfer learning for reward inference
L El Asri, R Laroche, O Pietquin
Workshops at the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
152014
Reinforcement learning algorithm selection
R Laroche, R Feraud
arXiv preprint arXiv:1701.08810, 2017
142017
An easy method to make dialogue systems incremental
H Khouzaimi, R Laroche, F Lefevre
Proceedings of the 15th Annual Meeting of the Special Interest Group on …, 2014
142014
Ordinal regression for interaction quality prediction
L El Asri, H Khouzaimi, R Laroche, O Pietquin
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
142014
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