Finite Sample Analysis of Mean-Volatility Actor-Critic for Risk-Averse Reinforcement Learning. - Khaled Eldowa; Lorenzo Bisi; Marcello Restelli (AISTATS, 2022)

Information-Theoretic Regret Bounds for Bandits with Fixed Expert Advice. - Khaled Eldowa; Nicolò Cesa-Bianchi; Alberto Maria Metelli; Marcello Restelli (ITW, 2023)

On the Minimax Regret for Online Learning with Feedback Graphs. - Khaled Eldowa; Emmanuel Esposito; Tommaso Cesari; Nicolò Cesa-Bianchi (NeurIPS, 2023)

General Tail Bounds for Non-Smooth Stochastic Mirror Descent. - Khaled Eldowa; Andrea Paudice (AISTATS, 2024)

Information Capacity Regret Bounds for Bandits with Mediator Feedback. - Khaled Eldowa; Nicolò Cesa-Bianchi; Alberto Maria Metelli; Marcello Restelli (CoRR, 2024)

Improved Regret Bounds for Bandits with Expert Advice. - Nicolò Cesa-Bianchi; Khaled Eldowa; Emmanuel Esposito; Julia Olkhovskaya (J. Artif. Intell. Res., 2025)

Online Episodic Convex Reinforcement Learning. - Bianca Marin Moreno; Khaled Eldowa; Pierre Gaillard; Margaux Brégère; Nadia Oudjane (CoRR, 2025)