most citedStatistical Inference for Policy Evaluation with Temporal Difference Learning

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math.PR2026

Berry-Esseen bounds for multivariate martingale difference sequences in the Kolmogorov distance

Weichen Wu, Dung Le, Arun Kumar Kuchibhotla +1

We derive new Gaussian approximations for finite martingale difference sequences in with respect to the Kolmogorov distance. Under appropriate conditions, our bounds…