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Hyunjun Na

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Review Open access Aug 2026

TD-Learning and Q-Learning: A Survey of Theory, Analysis, and Trends

This survey highlights the theoretical evolution from asymptotic stability to non-asymptotic efficiency and identifies the remaining gaps and provides a coherent roadmap for future research toward a unified theoretical understanding of RL dynamics.

Han-Dong Lim, Hyunjun Na, Taeho Lee et al. · 0 citations

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