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Fast Convergence of Softmax Policy Mirror Ascent

cs.LG · 2024-11-18 · conditional · novelty 6.0

Softmax policy mirror ascent is a normalization-free mirror ascent on logits that converges linearly in tabular MDPs and linearly to a neighborhood with function approximation.

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  • Fast Convergence of Softmax Policy Mirror Ascent cs.LG · 2024-11-18 · conditional · none · ref 6

    Softmax policy mirror ascent is a normalization-free mirror ascent on logits that converges linearly in tabular MDPs and linearly to a neighborhood with function approximation.