Orin Levy

According to our database, Orin Levy authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Batch Ensemble for Variance Dependent Regret in Stochastic Bandits.

Asaf B. Cassel, Orin Levy, Yishay Mansour

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Online Weighted Paging with Unknown Weights.

Orin Levy, Noam Touitou, Aviv Rosenberg

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Eluder-based Regret for Stochastic Contextual MDPs.

Orin Levy, Asaf B. Cassel, Alon Cohen, Yishay Mansour

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Efficient Rate Optimal Regret for Adversarial Contextual MDPs Using Online Function Approximation.

Orin Levy, Alon Cohen, Asaf B. Cassel, Yishay Mansour

Proceedings of the International Conference on Machine Learning, 2023

Optimism in Face of a Context: Regret Guarantees for Stochastic Contextual MDP.

Orin Levy, Yishay Mansour

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Counterfactual Optimism: Rate Optimal Regret for Stochastic Contextual MDPs.

Orin Levy, Asaf B. Cassel, Alon Cohen, Yishay Mansour

CoRR, 2022

Learning Efficiently Function Approximation for Contextual MDP.

Orin Levy, Yishay Mansour

CoRR, 2022