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Romain Laroche
Romain Laroche
Microsoft Research
Verified email at polytechnique.org - Homepage
Title
Cited by
Cited by
Year
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 30, 2017
1962017
Safe policy improvement with baseline bootstrapping
R Laroche, P Trichelair, RT Des Combes
International Conference on Machine Learning, 3652-3661, 2019
1242019
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
712014
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
412018
Transfer reinforcement learning with shared dynamics
R Laroche, M Barlier
Thirty-First AAAI Conference on Artificial Intelligence, 2017
392017
Score-based inverse reinforcement learning
L El Asri, B Piot, M Geist, R Laroche, O Pietquin
International Conference on Autonomous Agents and Multiagent Systems (AAMAS …, 2016
342016
Transfer Learning for User Adaptation in Spoken Dialogue Systems.
A Genevay, R Laroche
AAMAS, 975-983, 2016
342016
Human-machine dialogue as a stochastic game
M Barlier, J Perolat, R Laroche, O Pietquin
16th Annual SIGdial Meeting on Discourse and Dialogue (SIGDIAL 2015), 2015
322015
Reward function learning for dialogue management
L El Asri, R Laroche, O Pietquin
STAIRS 2012, 95-106, 2012
282012
Learning dynamic belief graphs to generalize on text-based games
A Adhikari, X Yuan, MA Côté, M Zelinka, MA Rondeau, R Laroche, ...
Advances in Neural Information Processing Systems 33, 3045-3057, 2020
272020
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
272015
Nastia: Negotiating appointment setting interface
L El Asri, R Lemonnier, R Laroche, O Pietquin, H Khouzaimi
Proceedings of the Ninth International Conference on Language Resources and …, 2014
272014
Reward shaping for statistical optimisation of dialogue management
LE Asri, R Laroche, O Pietquin
International Conference on Statistical Language and Speech Processing, 93-101, 2013
262013
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
Learning dynamic knowledge graphs to generalize on text-based games
A Adhikari, X Yuan, MA Côté, M Zelinka, MA Rondeau, R Laroche, ...
242020
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
222014
Reinforcement learning algorithm selection
R Laroche, R Feraud
arXiv preprint arXiv:1701.08810, 2017
202017
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
202014
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
192015
On value function representation of long horizon problems
L Lehnert, R Laroche, H van Seijen
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
182018
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