AnImprovedAnalysisof(Variance-Reduced) Policy GradientandNaturalPolicyGradientMethods

Feb-8-2026, 11:46:44 GMT–Neural Information Processing Systems

In this paper, we revisit and improve the convergence of policy gradient (PG), natural PG (NPG) methods, and their variance-reduced variants, under general smooth policy parametrizations.

artificial intelligence, arxivpreprintarxiv, machine learning, (16 more...)

Neural Information Processing Systems

Feb-8-2026, 11:46:44 GMT

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