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Yury Kolomeytsev

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#machine learning Preprint Sep 2026

A Convergence Framework for Deep $V$-Learning: Error Propagation and Sharp Action-Gap Bounds

These results give expected policy-loss consistency for the fixed-horizon generative-reset approximate-ERM procedure with exact action scores and provide an explicit residual-decay criterion for FIFO/interleaved SGD.

Yury Kolomeytsev · 0 citations