Reda Ouhamma

5 papers · 2021–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14)

Venues

AAAI (2) NeurIPS (2) ICLR (1)

Top co-authors

Vianney Perchet (2) Odalric-ambrym Maillard (2) Odalric Maillard (1) Debabrota Basu (1) Maryam Kamgarpour (1) Yannis Flet-Berliac (1) Philippe Preux (1) Pierre Gaillard (1) Rémy Degenne (1)

Research topics

Machine Learning (5) Learning Types (4) Mathematics & Optimization (3) Core Methods (3) Optimization (3) Optimization & Theory (3) Artificial Intelligence (2) Reinforcement Learning (2) Core AI (2) Methods (2)

Keywords

regret bound (2) online learning (1) policy gradient (1) ridge regression (1) markov decision process (1) nash equilibrium (1) continuous control (1) online linear regression (1) value function approximation (1) multi-armed bandit (1) zero-sum game (1) entropy regularization (1) linear bandit (1) markov game (1) sparse reward (1) maximum likelihood estimator (1) frank-wolfe algorithm (1) stochastic setting (1) sample allocation (1) thresholding bandit (1)

Papers

Learning in Zero-Sum Markov Games: Relaxing Strong Reachability and Mixing Time Assumptions AAAI 2026 Bilinear Exponential Family of MDPs: Frequentist Regret Bound with Tractable Exploration & Planning AAAI 2023 Learning Value Functions in Deep Policy Gradients using Residual Variance ICLR 2021 Online Sign Identification: Minimization of the Number of Errors in Thresholding Bandits NeurIPS 2021 Stochastic Online Linear Regression: the Forward Algorithm to Replace Ridge NeurIPS 2021