Romain Laroche
According to our database1,
Romain Laroche
authored at least 81 papers
between 2009 and 2024.
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Bibliography
2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Consciousness-Inspired Spatio-Temporal Abstractions for Better Generalization in Reinforcement Learning.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
Massive multi-player multi-armed bandits for IoT networks: An application on LoRa networks.
Ad Hoc Networks, December, 2023
Using Representation Expressiveness and Learnability to Evaluate Self-Supervised Learning Methods.
Trans. Mach. Learn. Res., 2023
CoRR, 2023
Understanding and Addressing the Pitfalls of Bisimulation-based Representations in Offline Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
2022
Global Optimality and Finite Sample Analysis of Softmax Off-Policy Actor Critic under State Distribution Mismatch.
J. Mach. Learn. Res., 2022
Discrete Factorial Representations as an Abstraction for Goal Conditioned Reinforcement Learning.
CoRR, 2022
Expressiveness and Learnability: A Unifying View for Evaluating Self-Supervised Learning.
CoRR, 2022
Incorporating Explicit Uncertainty Estimates into Deep Offline Reinforcement Learning.
CoRR, 2022
Discrete Compositional Representations as an Abstraction for Goal Conditioned Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
When does return-conditioned supervised learning work for offline reinforcement learning?
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022
Beyond the Policy Gradient Theorem for Efficient Policy Updates in Actor-Critic Algorithms.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
Multi-Objective SPIBB: Seldonian Offline Policy Improvement with Safety Constraints in Finite MDPs.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 25th Conference on Computational Natural Language Learning, 2021
2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020
2019
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
2018
A methodology for turn-taking capabilities enhancement in Spoken Dialogue Systems using Reinforcement Learning.
Comput. Speech Lang., 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
CoRR, 2016
Towards a virtual personal assistant based on a user-defined portfolio of multi-domain vocal applications.
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016
Proceedings of the Dialogues with Social Robots, 2016
Compact and Interpretable Dialogue State Representation with Genetic Sparse Distributed Memory.
Proceedings of the Dialogues with Social Robots, 2016
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
Reinforcement Learning for Turn-Taking Management in Incremental Spoken Dialogue Systems.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016
2015
Proceedings of the SIGDIAL 2015 Conference, 2015
Proceedings of the SIGDIAL 2015 Conference, 2015
Proceedings of the 18th International Conference on Intelligence in Next Generation Networks, 2015
Dialogue Efficiency Evaluation of Turn-Taking Phenomena in a Multi-layer Incremental Simulated Environment.
Proceedings of the HCI International 2015 - Posters' Extended Abstracts, 2015
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015
2014
Proceedings of the Traitement Automatique des Langues Naturelles, 2014
DictaNum: a dialogue system for numbers dictation (DictaNum : système de dialogue incrémental pour la dictée de numéros.) [in French].
Proceedings of the Traitement Automatique des Langues Naturelles, 2014
A simple approach to make dialogue systems incremental (Vers une approche simplifiée pour introduire le caractère incrémental dans les systèmes de dialogue) [in French].
Proceedings of the Traitement Automatique des Langues Naturelles, 2014
Enia : A customizable multi-domain assistant (Un assistant vocal personnalisable) [in French].
Proceedings of the Traitement Automatique des Langues Naturelles, 2014
Proceedings of the SIGDIAL 2014 Conference, 2014
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014
Proceedings of the Neural Information Processing - 21st International Conference, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
Proceedings of the Statistical Language and Speech Processing, 2013
Proceedings of the SIGDIAL 2013 Conference, 2013
2012
Proceedings of the STAIRS 2012, 2012
2010
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010
Enhanced monitoring tools and online dialogue optimisation merged into a new spoken dialogue system design experience.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010
2009
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009