Reda Ouhamma

15 papers A* 5Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2026 A* conf
Learning in Zero-Sum Markov Games: Relaxing Strong Reachability and Mixing Time Assumptions.
AAAI
Reda Ouhamma, Maryam Kamgarpour
2025 J jnl
Efficient Preference-Based Reinforcement Learning: Randomized Exploration Meets Experimental Design.
CoRR
Andreas Schlaginhaufen, Reda Ouhamma, Maryam Kamgarpour
2025 — conf
Nash equilibria in scalar discrete-time linear quadratic games.
ECC
Giulio Salizzoni, Reda Ouhamma, Maryam Kamgarpour
2024 J jnl
Finite-time convergence to an ε-efficient Nash equilibrium in potential games.
CoRR
Anna M. Maddux, Reda Ouhamma, Maryam Kamgarpour
2024 J jnl
Nash equilibria in scalar discrete-time linear quadratic games.
CoRR
Giulio Salizzoni, Reda Ouhamma, Maryam Kamgarpour
2023 A* conf
Bilinear Exponential Family of MDPs: Frequentist Regret Bound with Tractable Exploration & Planning.
AAAI
Reda Ouhamma, Debabrota Basu, Odalric Maillard
2023 J jnl
Learning Nash Equilibria in Zero-Sum Markov Games: A Single Time-scale Algorithm Under Weak Reachability.
CoRR
Reda Ouhamma, Maryam Kamgarpour
2023 — —
Toward realistic reinforcement learning. (Apprentissage par renforcement réaliste).
Reda Ouhamma
2022 J jnl
Bilinear Exponential Family of MDPs: Frequentist Regret Bound with Tractable Exploration and Planning.
CoRR
Reda Ouhamma, Debabrota Basu, Odalric-Ambrym Maillard
2021 A* conf
Learning Value Functions in Deep Policy Gradients using Residual Variance.
ICLR
Yannis Flet-Berliac, Reda Ouhamma, Odalric-Ambrym Maillard, Philippe Preux
2021 A* conf
Online Sign Identification: Minimization of the Number of Errors in Thresholding Bandits.
NeurIPS
Reda Ouhamma, Odalric-Ambrym Maillard, Vianney Perchet
2021 J jnl
Online Sign Identification: Minimization of the Number of Errors in Thresholding Bandits.
CoRR
Reda Ouhamma, Rémy Degenne, Pierre Gaillard, Vianney Perchet
2021 A* conf
Stochastic Online Linear Regression: the Forward Algorithm to Replace Ridge.
NeurIPS
Reda Ouhamma, Odalric-Ambrym Maillard, Vianney Perchet
2021 J jnl
Stochastic Online Linear Regression: the Forward Algorithm to Replace Ridge.
CoRR
Reda Ouhamma, Odalric Maillard, Vianney Perchet
2020 J jnl
Is Standard Deviation the New Standard? Revisiting the Critic in Deep Policy Gradients.
CoRR
Yannis Flet-Berliac, Reda Ouhamma, Odalric-Ambrym Maillard, Philippe Preux