Author

Gugan Thoppe

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Preprint Aug 2026

Finite-Time Analysis of Discounted Exponential-Utility Reinforcement Learning

This work establishes finite-time rates of $\tilde{O} (1/\sqrt{n})$ for the aforementioned two algorithms under asynchronous Markovian sampling, where $n$ is the iteration index and $\tilde{O}$ hides logarithmic expressions.

Ankur Naskar, A. VivekT, Aditya Kumar et al. · 0 citations