| 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 | 259 | 2017 |
| Safe policy improvement with baseline bootstrapping R Laroche, P Trichelair, RT Des Combes International conference on machine learning, 3652-3661, 2019 | 193 | 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 | 93 | 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 | 91 | 2014 |
| Transfer reinforcement learning with shared dynamics R Laroche, M Barlier Proceedings of the AAAI conference on artificial intelligence 31 (1), 2017 | 59 | 2017 |
| 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 | 57 | 2018 |
| Score-based inverse reinforcement learning L El Asri, B Piot, M Geist, R Laroche, O Pietquin | 43 | 2016 |
| Reinforcement learning algorithm selection R Laroche, R Feraud arXiv preprint arXiv:1701.08810, 2017 | 36 | 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 | 35 | 2022 |
| 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 | 35 | 2020 |
| Transfer Learning for User Adaptation in Spoken Dialogue Systems. A Genevay, R Laroche AAMAS, 975-983, 2016 | 35 | 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 | 32 | 2015 |
| NASTIA: Negotiating Appointment Setting Interface. L El Asri, R Lemonnier, R Laroche, O Pietquin, H Khouzaimi LREC, 266-271, 2014 | 31 | 2014 |
| Reward function learning for dialogue management L El Asri, R Laroche, O Pietquin STAIRS 2012, 95-106, 2012 | 30 | 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 | 28 | 2013 |
| 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 | 27 | 2015 |
| Decentralized exploration in multi-armed bandits R Féraud, R Alami, R Laroche International Conference on Machine Learning, 1901-1909, 2019 | 26 | 2019 |
| 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 | 26 | 2009 |
| Multi-advisor reinforcement learning R Laroche, M Fatemi, J Romoff, H van Seijen arXiv preprint arXiv:1704.00756, 2017 | 24 | 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 | 22 | 2019 |
Remi Tachet des CombesVerified email at alpacaml.com
