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Reda Ouhamma
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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
212021
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
132021
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
112023
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
32021
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
12023
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
Group ID U14171
M Erkul, M Kamgarpour, AM Maddux, T Ni, R Ouhamma, K Ren, ...
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