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20192026
most citedTight High Probability Bounds for Linear Stochastic Approximation with Fixed Stepsize

8 citations · 31 across the 37 of their papers we have counts for

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stat.ML2023

Improved High-Probability Bounds for the Temporal Difference Learning Algorithm via Exponential Stability

Sergey Samsonov, Daniil Tiapkin, Alexey Naumov +1

In this paper we consider the problem of obtaining sharp bounds for the performance of temporal difference (TD) methods with linear function approximation for policy evaluation in…