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ORCIDOmar Darwiche Domingues
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2020 – today
- 2025
[i10]Pierre Clavier, Nathan Grinsztajn, Raphaël Avalos, Yannis Flet-Berliac, Irem Ergün, Omar Darwiche Domingues, Eugene Tarassov, Olivier Pietquin, Pierre H. Richemond, Florian Strub, Matthieu Geist:
ShiQ: Bringing back Bellman to LLMs. CoRR abs/2505.11081 (2025)- [i9]Shangmin Guo, Omar Darwiche Domingues, Raphaël Avalos, Aaron C. Courville, Florian Strub:
Sample, Predict, then Proceed: Self-Verification Sampling for Tool Use of LLMs. CoRR abs/2506.02918 (2025) - 2022
- [b1]Omar Darwiche Domingues:
Exploration in Reinforcement Learning: Beyond Finite State-Spaces. (Exploration en apprentissage par renforcement : au-delà des espaces d'états finis). University of Lille, France, 2022 - [c11]Jean Tarbouriech, Omar Darwiche Domingues, Pierre Ménard, Matteo Pirotta, Michal Valko, Alessandro Lazaric:
Adaptive Multi-Goal Exploration. AISTATS 2022: 7349-7383 - 2021
- [c10]Omar Darwiche Domingues, Pierre Ménard, Matteo Pirotta, Emilie Kaufmann, Michal Valko:
A Kernel-Based Approach to Non-Stationary Reinforcement Learning in Metric Spaces. AISTATS 2021: 3538-3546 - [c9]Omar Darwiche Domingues, Pierre Ménard, Emilie Kaufmann, Michal Valko:
Episodic Reinforcement Learning in Finite MDPs: Minimax Lower Bounds Revisited. ALT 2021: 578-598 - [c8]Emilie Kaufmann, Pierre Ménard, Omar Darwiche Domingues, Anders Jonsson, Edouard Leurent, Michal Valko:
Adaptive Reward-Free Exploration. ALT 2021: 865-891 - [c7]Omar Darwiche Domingues, Pierre Ménard, Matteo Pirotta, Emilie Kaufmann, Michal Valko:
Kernel-Based Reinforcement Learning: A Finite-Time Analysis. ICML 2021: 2783-2792 - [c6]Pierre Ménard, Omar Darwiche Domingues, Anders Jonsson, Emilie Kaufmann, Edouard Leurent, Michal Valko:
Fast active learning for pure exploration in reinforcement learning. ICML 2021: 7599-7608 - [c5]Pierre Ménard, Omar Darwiche Domingues, Xuedong Shang, Michal Valko:
UCB Momentum Q-learning: Correcting the bias without forgetting. ICML 2021: 7609-7618 - [i8]Pierre Ménard, Omar Darwiche Domingues, Xuedong Shang, Michal Valko:
UCB Momentum Q-learning: Correcting the bias without forgetting. CoRR abs/2103.01312 (2021) - [i7]Jean Tarbouriech, Omar Darwiche Domingues, Pierre Ménard, Matteo Pirotta, Michal Valko, Alessandro Lazaric:
Adaptive Multi-Goal Exploration. CoRR abs/2111.12045 (2021) - 2020
- [c4]Anders Jonsson, Emilie Kaufmann, Pierre Ménard, Omar Darwiche Domingues, Edouard Leurent, Michal Valko:
Planning in Markov Decision Processes with Gap-Dependent Sample Complexity. NeurIPS 2020 - [i6]Omar Darwiche Domingues, Pierre Ménard, Matteo Pirotta, Emilie Kaufmann, Michal Valko:
Regret Bounds for Kernel-Based Reinforcement Learning. CoRR abs/2004.05599 (2020) - [i5]Anders Jonsson, Emilie Kaufmann, Pierre Ménard, Omar Darwiche Domingues, Edouard Leurent, Michal Valko:
Planning in Markov Decision Processes with Gap-Dependent Sample Complexity. CoRR abs/2006.05879 (2020) - [i4]Emilie Kaufmann, Pierre Ménard, Omar Darwiche Domingues, Anders Jonsson, Edouard Leurent, Michal Valko:
Adaptive Reward-Free Exploration. CoRR abs/2006.06294 (2020) - [i3]Omar Darwiche Domingues, Pierre Ménard, Matteo Pirotta, Emilie Kaufmann, Michal Valko:
A Kernel-Based Approach to Non-Stationary Reinforcement Learning in Metric Spaces. CoRR abs/2007.05078 (2020) - [i2]Pierre Ménard, Omar Darwiche Domingues, Anders Jonsson, Emilie Kaufmann, Edouard Leurent, Michal Valko:
Fast active learning for pure exploration in reinforcement learning. CoRR abs/2007.13442 (2020) - [i1]Omar Darwiche Domingues, Pierre Ménard, Emilie Kaufmann, Michal Valko:
Episodic Reinforcement Learning in Finite MDPs: Minimax Lower Bounds Revisited. CoRR abs/2010.03531 (2020)
2010 – 2019
- 2019
- [c3]Omar Darwiche Domingues, Philippe Ciuciu, Daria La Rocca
, Patrice Abry, Herwig Wendt:
Multifractal Analysis for Cumulant-Based Epileptic Seizure Detection in Eeg Time Series. ISBI 2019: 143-146 - [c2]Jean-Bastien Grill, Omar Darwiche Domingues, Pierre Ménard, Rémi Munos, Michal Valko:
Planning in entropy-regularized Markov decision processes and games. NeurIPS 2019: 12383-12392 - 2017
- [c1]Omar Darwiche Domingues, Darli A. A. Mello, Reginaldo Silva, Sercan Ömer Arik, Joseph M. Kahn:
Capacity limits of space-division multiplexed submarine links subject to nonlinearities and power feed constraints. OFC 2017: 1-3
Coauthor Index
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