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2020 – today
- 2024
[i6]Anna M. Maddux, Reda Ouhamma, Maryam Kamgarpour:
Finite-time convergence to an ε-efficient Nash equilibrium in potential games. CoRR abs/2405.15497 (2024)- 2023
- [b1]Reda Ouhamma:
Toward realistic reinforcement learning. (Apprentissage par renforcement réaliste). University of Lille, France, 2023 - [c4]Reda Ouhamma, Debabrota Basu, Odalric Maillard:
Bilinear Exponential Family of MDPs: Frequentist Regret Bound with Tractable Exploration & Planning. AAAI 2023: 9336-9344 - [i5]Reda Ouhamma, Maryam Kamgarpour:
Learning Nash Equilibria in Zero-Sum Markov Games: A Single Time-scale Algorithm Under Weak Reachability. CoRR abs/2312.08008 (2023) - 2022
- [i4]Reda Ouhamma, Debabrota Basu, Odalric-Ambrym Maillard:
Bilinear Exponential Family of MDPs: Frequentist Regret Bound with Tractable Exploration and Planning. CoRR abs/2210.02087 (2022) - 2021
- [c3]Yannis Flet-Berliac, Reda Ouhamma, Odalric-Ambrym Maillard, Philippe Preux:
Learning Value Functions in Deep Policy Gradients using Residual Variance. ICLR 2021 - [c2]Reda Ouhamma, Odalric-Ambrym Maillard, Vianney Perchet:
Online Sign Identification: Minimization of the Number of Errors in Thresholding Bandits. NeurIPS 2021: 18577-18589 - [c1]Reda Ouhamma, Odalric-Ambrym Maillard, Vianney Perchet:
Stochastic Online Linear Regression: the Forward Algorithm to Replace Ridge. NeurIPS 2021: 24430-24441 - [i3]Reda Ouhamma, Rémy Degenne, Pierre Gaillard, Vianney Perchet:
Online Sign Identification: Minimization of the Number of Errors in Thresholding Bandits. CoRR abs/2110.09133 (2021) - [i2]Reda Ouhamma, Odalric Maillard, Vianney Perchet:
Stochastic Online Linear Regression: the Forward Algorithm to Replace Ridge. CoRR abs/2111.01602 (2021) - 2020
- [i1]Yannis Flet-Berliac, Reda Ouhamma, Odalric-Ambrym Maillard, Philippe Preux:
Is Standard Deviation the New Standard? Revisiting the Critic in Deep Policy Gradients. CoRR abs/2010.04440 (2020)
Coauthor Index
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