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Conference and Workshop Papers
- 2024
[c3]Orin Levy, Asaf B. Cassel, Alon Cohen, Yishay Mansour:
Eluder-based Regret for Stochastic Contextual MDPs. ICML 2024- 2023
- [c2]Orin Levy, Yishay Mansour:
Optimism in Face of a Context: Regret Guarantees for Stochastic Contextual MDP. AAAI 2023: 8510-8517 - [c1]Orin Levy, Alon Cohen, Asaf B. Cassel, Yishay Mansour:
Efficient Rate Optimal Regret for Adversarial Contextual MDPs Using Online Function Approximation. ICML 2023: 19287-19314
Informal and Other Publications
- 2024
- [i5]Asaf B. Cassel, Orin Levy, Yishay Mansour:
Batch Ensemble for Variance Dependent Regret in Stochastic Bandits. CoRR abs/2409.08570 (2024) - 2023
- [i4]Orin Levy, Alon Cohen, Asaf B. Cassel, Yishay Mansour:
Efficient Rate Optimal Regret for Adversarial Contextual MDPs Using Online Function Approximation. CoRR abs/2303.01464 (2023) - 2022
- [i3]Orin Levy, Yishay Mansour:
Learning Efficiently Function Approximation for Contextual MDP. CoRR abs/2203.00995 (2022) - [i2]Orin Levy, Yishay Mansour:
Optimism in Face of a Context: Regret Guarantees for Stochastic Contextual MDP. CoRR abs/2207.11126 (2022) - [i1]Orin Levy, Asaf B. Cassel, Alon Cohen, Yishay Mansour:
Counterfactual Optimism: Rate Optimal Regret for Stochastic Contextual MDPs. CoRR abs/2211.14932 (2022)
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