Reda Ouhamma

activity

20202025

most citedLearning Value Functions in Deep Policy Gradients using Residual Variance

3 citations · 6 across the 7 of their papers we have counts for

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Showing 2024Show all

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cs.GT2024

Nash equilibria in scalar discrete-time linear quadratic games

Giulio Salizzoni, Reda Ouhamma, Maryam Kamgarpour

An open problem in linear quadratic (LQ) games has been characterizing the Nash equilibria. This problem has renewed relevance given the surge of work on understanding the converge…

cs.MA2024

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

Anna Maddux, Reda Ouhamma, Maryam Kamgarpour

This paper investigates the convergence time of log-linear learning to an $ε$ -efficient Nash equilibrium in potential games, where an efficient Nash equilibrium is defined as the m…

Nash equilibria in scalar discrete-time linear quadratic games

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

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