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Ege C. Kaya

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#machine learning May 2026

A Finite-Iteration Theory for Asynchronous Categorical Distributional Temporal-Difference Learning

Finite-iteration behavior of the exact asynchronous recursions used by categorical distributional temporal-difference methods is studied and analogous finite-iteration guarantees for horizon-stacked categorical methods under episodic sampling are established.

Ege C. Kaya, Abolfazl Hashemi · 2 citations