Reda Ouhamma

According to our database, Reda Ouhamma authored at least 13 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Learning in Zero-Sum Markov Games: Relaxing Strong Reachability and Mixing Time Assumptions.

Reda Ouhamma, Maryam Kamgarpour

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Efficient Preference-Based Reinforcement Learning: Randomized Exploration Meets Experimental Design.

Andreas Schlaginhaufen, Reda Ouhamma, Maryam Kamgarpour

CoRR, June, 2025

Nash equilibria in scalar discrete-time linear quadratic games.

Giulio Salizzoni, Reda Ouhamma, Maryam Kamgarpour

Proceedings of the 2025 European Control Conference, 2025

2024

Finite-time convergence to an ε-efficient Nash equilibrium in potential games.

Anna M. Maddux, Reda Ouhamma, Maryam Kamgarpour

CoRR, 2024

2023

Toward realistic reinforcement learning. (Apprentissage par renforcement réaliste).

Reda Ouhamma

PhD thesis, 2023

Learning Nash Equilibria in Zero-Sum Markov Games: A Single Time-scale Algorithm Under Weak Reachability.

Reda Ouhamma, Maryam Kamgarpour

CoRR, 2023

Bilinear Exponential Family of MDPs: Frequentist Regret Bound with Tractable Exploration & Planning.

Reda Ouhamma, Debabrota Basu, Odalric Maillard

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Bilinear Exponential Family of MDPs: Frequentist Regret Bound with Tractable Exploration and Planning.

Reda Ouhamma, Debabrota Basu, Odalric-Ambrym Maillard

CoRR, 2022

2021

Online Sign Identification: Minimization of the Number of Errors in Thresholding Bandits.

Reda Ouhamma, Rémy Degenne, Pierre Gaillard, Vianney Perchet

CoRR, 2021

Stochastic Online Linear Regression: the Forward Algorithm to Replace Ridge.

Reda Ouhamma, Odalric-Ambrym Maillard, Vianney Perchet

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Online Sign Identification: Minimization of the Number of Errors in Thresholding Bandits.

Reda Ouhamma, Odalric-Ambrym Maillard, Vianney Perchet

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Learning Value Functions in Deep Policy Gradients using Residual Variance.

Yannis Flet-Berliac, Reda Ouhamma, Odalric-Ambrym Maillard, Philippe Preux

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Is Standard Deviation the New Standard? Revisiting the Critic in Deep Policy Gradients.

Yannis Flet-Berliac, Reda Ouhamma, Odalric-Ambrym Maillard, Philippe Preux

CoRR, 2020