Reproduction: Efficiently Solving Discounted MDPs via Predictions with Unknown Prediction Errors
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Independent reproduction of ICML 2026 #21515 (arXiv 2502.15345): OpPMD, Theorems 1-2, and the Dist regime on the paper's tabular MDP.