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Romain Laroche
Romain Laroche
Microsoft Research
Dirección de correo verificada de polytechnique.org - Página principal
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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 30, 2017
2622017
Safe policy improvement with baseline bootstrapping
R Laroche, P Trichelair, RT Des Combes
International conference on machine learning, 3652-3661, 2019
2212019
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
1042020
Contextual bandit for active learning: Active thompson sampling
D Bouneffouf, R Laroche, T Urvoy, R Féraud, R Allesiardo
Neural Information Processing: 21st International Conference, ICONIP 2014 …, 2014
972014
When does return-conditioned supervised learning work for offline reinforcement learning?
D Brandfonbrener, A Bietti, J Buckman, R Laroche, J Bruna
Advances in Neural Information Processing Systems 35, 1542-1553, 2022
612022
Transfer reinforcement learning with shared dynamics
R Laroche, M Barlier
Proceedings of the AAAI conference on artificial intelligence 31 (1), 2017
612017
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
602018
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
462016
Reinforcement learning algorithm selection
R Laroche, R Feraud
ICLR, 2018
412018
Hybrid reward architecture for reinforcement learning
HH Van Seijen, SMF Booshehri, RMH Laroche, JS Romoff
US Patent 10,977,551, 2021
392021
Safe policy improvement with soft baseline bootstrapping
K Nadjahi, R Laroche, R Tachet des Combes
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2020
352020
Transfer Learning for User Adaptation in Spoken Dialogue Systems.
A Genevay, R Laroche
AAMAS, 975-983, 2016
332016
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
312015
NASTIA: Negotiating Appointment Setting Interface.
L El Asri, R Lemonnier, R Laroche, O Pietquin, H Khouzaimi
LREC, 266-271, 2014
302014
Reward shaping for statistical optimisation of dialogue management
L El Asri, R Laroche, O Pietquin
Statistical Language and Speech Processing: First International Conference …, 2013
292013
Reward function learning for dialogue management
L El Asri, R Laroche, O Pietquin
STAIRS 2012, 95-106, 2012
292012
Decentralized exploration in multi-armed bandits
R Féraud, R Alami, R Laroche
International Conference on Machine Learning, 1901-1909, 2019
282019
Safe policy improvement with an estimated baseline policy
TD Simão, R Laroche, RT Combes
International Foundation for Autonomous Agents and Multi-Agent Systems, 2019
272019
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
272018
Multi-advisor reinforcement learning
R Laroche, M Fatemi, J Romoff, H van Seijen
arXiv preprint arXiv:1704.00756, 2017
262017
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