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Xiaofeng Shao

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AUG 11, 2026 · PREPRINT

Self-Normalized Inference for Constant-Stepsize Temporal-Difference Learning under Markovian Sampling

arXiv

A theoretical and computational contribution establishing asymptotic properties of temporal-difference learning inference, with proof-of-concept experiments but no empirical validation in real clinical or operational decision-making settings.

PreliminaryMin Zeng Xiaofeng Shao Yichen Zhang

Study details

DesignTheoretical analysis with simulation experi…

InterventionConstant-stepsize temporal-difference learn…

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