Solving Ergodic Markov Decision Processes and Perfect Information Zero-sum Stochastic Games by Variance Reduced Deflated Value Iteration. - Marianne Akian; Stéphane Gaubert; Zheng Qu 001; Omar Saadi (CDC, 2019)

Multiply Accelerated Value Iteration for NonSymmetric Affine Fixed Point Problems and Application to Markov Decision Processes. - Marianne Akian; Stéphane Gaubert; Zheng Qu 001; Omar Saadi (SIAM J. Matrix Anal. Appl., 2022)

Tropical Linear Regression and Mean Payoff Games: Or, How to Measure the Distance to Equilibria. - Marianne Akian; Stéphane Gaubert; Yang Qi; Omar Saadi (SIAM J. Discret. Math., 2023)

On the Almost Sure Convergence of the Stochastic Three Points Algorithm. - Taha el Bakkali el Kadi; Omar Saadi (ICLR, 2025)