Reda Ouhamma

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Bregman Divergences

Exponential Family

Nash Equilibria

Top Venues

Publications

Anna M. Maddux, Reda Ouhamma, Maryam Kamgarpour
Finite-time convergence to an ε-efficient Nash equilibrium in potential games. CoRR (2024)
Reda Ouhamma, Debabrota Basu, Odalric Maillard
Bilinear Exponential Family of MDPs: Frequentist Regret Bound with Tractable Exploration & Planning. AAAI (2023)
Reda Ouhamma, Maryam Kamgarpour
Learning Nash Equilibria in Zero-Sum Markov Games: A Single Time-scale Algorithm Under Weak Reachability. CoRR (2023)
Reda Ouhamma, Debabrota Basu, Odalric-Ambrym Maillard
Bilinear Exponential Family of MDPs: Frequentist Regret Bound with Tractable Exploration and Planning. CoRR (2022)
Yannis Flet-Berliac, Reda Ouhamma, Odalric-Ambrym Maillard, Philippe Preux
Learning Value Functions in Deep Policy Gradients using Residual Variance. ICLR (2021)
Reda Ouhamma, Odalric-Ambrym Maillard, Vianney Perchet
Stochastic Online Linear Regression: the Forward Algorithm to Replace Ridge. NeurIPS (2021)
Reda Ouhamma, Odalric-Ambrym Maillard, Vianney Perchet
Online Sign Identification: Minimization of the Number of Errors in Thresholding Bandits. NeurIPS (2021)
Reda Ouhamma, Rémy Degenne, Pierre Gaillard, Vianney Perchet
Online Sign Identification: Minimization of the Number of Errors in Thresholding Bandits. CoRR (2021)
Reda Ouhamma, Odalric Maillard, Vianney Perchet
Stochastic Online Linear Regression: the Forward Algorithm to Replace Ridge. CoRR (2021)
Yannis Flet-Berliac, Reda Ouhamma, Odalric-Ambrym Maillard, Philippe Preux
Is Standard Deviation the New Standard? Revisiting the Critic in Deep Policy Gradients. CoRR (2020)