Romain Laroche
Romain Laroche
Microsoft Research
Verified email at - Homepage
Cited by
Cited by
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
Safe policy improvement with baseline bootstrapping
R Laroche, P Trichelair, RT Des Combes
International conference on machine learning, 3652-3661, 2019
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
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
Transfer reinforcement learning with shared dynamics
R Laroche, M Barlier
Proceedings of the AAAI conference on artificial intelligence 31 (1), 2017
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
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
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
Hybrid reward architecture for reinforcement learning
HH Van Seijen, SMF Booshehri, RMH Laroche, JS Romoff
US Patent 10,977,551, 2021
Reinforcement learning algorithm selection
R Laroche, R Feraud
ICLR, 2018
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
Transfer Learning for User Adaptation in Spoken Dialogue Systems.
A Genevay, R Laroche
AAMAS, 975-983, 2016
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
NASTIA: Negotiating Appointment Setting Interface.
L El Asri, R Lemonnier, R Laroche, O Pietquin, H Khouzaimi
LREC, 266-271, 2014
Reward function learning for dialogue management
L El Asri, R Laroche, O Pietquin
STAIRS 2012, 95-106, 2012
Reward shaping for statistical optimisation of dialogue management
L El Asri, R Laroche, O Pietquin
Statistical Language and Speech Processing: First International Conference …, 2013
Decentralized exploration in multi-armed bandits
R Féraud, R Alami, R Laroche
International Conference on Machine Learning, 1901-1909, 2019
Multi-advisor reinforcement learning
R Laroche, M Fatemi, J Romoff, H van Seijen
arXiv preprint arXiv:1704.00756, 2017
Safe policy improvement with an estimated baseline policy
TD Simão, R Laroche, RT Combes
International Foundation for Autonomous Agents and Multi-Agent Systems, 2019
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
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