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ENTITY Global Convergence Guarantees of (A)GIST for a Family of Nonconvex Sparse Learning Problems

Global Convergence Guarantees of (A)GIST for a Family of Nonconvex Sparse Learning Problems

PulseAugur coverage of Global Convergence Guarantees of (A)GIST for a Family of Nonconvex Sparse Learning Problems — every cluster mentioning Global Convergence Guarantees of (A)GIST for a Family of Nonconvex Sparse Learning Problems across labs, papers, and developer communities, ranked by signal.

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    New algorithm tackles variance in reinforcement learning policy evaluation

    Researchers have developed a new double-loop gradient-based algorithm to address high variance in reinforcement learning policy evaluation. This algorithm aims to learn data-collecting policies that are robust to uncert…