Poster "finite-sample analysis" Papers

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Finite-Sample Analysis of Policy Evaluation for Robust Average Reward Reinforcement Learning

Yang Xu, Washim Mondal, Vaneet Aggarwal

NEURIPS 2025arXiv:2502.16816
8
citations

SaVeR: Optimal Data Collection Strategy for Safe Policy Evaluation in Tabular MDP

Subhojyoti Mukherjee, Josiah Hanna, Robert Nowak

ICML 2024arXiv:2406.02165

Statistical Properties of Robust Satisficing

zhiyi li, Yunbei Xu, Ruohan Zhan

ICML 2024arXiv:2405.20451