Learning Efficiently Function Approximation for Contextual MDP. - Orin Levy; Yishay Mansour (CoRR, 2022)

Counterfactual Optimism: Rate Optimal Regret for Stochastic Contextual MDPs. - Orin Levy; Asaf B. Cassel; Alon Cohen; Yishay Mansour (CoRR, 2022)

Optimism in Face of a Context: Regret Guarantees for Stochastic Contextual MDP. - Orin Levy; Yishay Mansour (AAAI, 2023)

Efficient Rate Optimal Regret for Adversarial Contextual MDPs Using Online Function Approximation. - Orin Levy; Alon Cohen; Asaf B. Cassel; Yishay Mansour (ICML, 2023)

Eluder-based Regret for Stochastic Contextual MDPs. - Orin Levy; Asaf B. Cassel; Alon Cohen; Yishay Mansour (ICML, 2024)

Online Weighted Paging with Unknown Weights. - Orin Levy; Noam Touitou; Aviv Rosenberg 002 (NeurIPS, 2024)

Batch Ensemble for Variance Dependent Regret in Stochastic Bandits. - Asaf B. Cassel; Orin Levy; Yishay Mansour (AAAI, 2025)