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Gaussian Approximation for Asynchronous Q-learning

stat.ML · 2026-04-08 · unverdicted · novelty 7.0

Derived rates of order up to n^{-1/6} log^4(n S A) for the high-dimensional CLT of averaged asynchronous Q-learning iterates, plus a general martingale-difference CLT.

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  • Gaussian Approximation for Asynchronous Q-learning stat.ML · 2026-04-08 · unverdicted · none · ref 46

    Derived rates of order up to n^{-1/6} log^4(n S A) for the high-dimensional CLT of averaged asynchronous Q-learning iterates, plus a general martingale-difference CLT.