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Reda Ouhamma
Reda Ouhamma
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Title
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Cited by
Year
Learning Value Functions in Deep Policy Gradients using Residual Variance
Y Flet-Berliac, R Ouhamma, OA Maillard, P Preux
ICLR 2021-International Conference on Learning Representations, 2021
242021
Bilinear exponential family of mdps: frequentist regret bound with tractable exploration & planning
R Ouhamma, D Basu, O Maillard
Proceedings of the AAAI Conference on Artificial Intelligence 37 (8), 9336-9344, 2023
152023
Stochastic online linear regression: the forward algorithm to replace ridge
R Ouhamma, OA Maillard, V Perchet
Advances in Neural Information Processing Systems 34, 24430-24441, 2021
152021
Online Sign Identification: Minimization of the Number of Errors in Thresholding Bandits
R Ouhamma, R Degenne, V Perchet, P Gaillard
Advances in Neural Information Processing Systems 34, 2021
72021
Learning nash equilibria in zero-sum markov games: A single time-scale algorithm under weak reachability
R Ouhamma, M Kamgarpour
arXiv preprint arXiv:2312.08008, 2023
32023
Nash equilibria in scalar discrete-time linear quadratic games
G Salizzoni, R Ouhamma, M Kamgarpour
arXiv preprint arXiv:2410.12544, 2024
2024
Finite-time convergence to an -efficient Nash equilibrium in potential games
A Maddux, R Ouhamma, M Kamgarpour
arXiv preprint arXiv:2405.15497, 2024
2024
Toward realistic reinforcement learning
R Ouhamma
Université de Lille, 2023
2023
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