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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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0111 · May 202619922001200920172026
1 result for “Min-Max-IRL”
Fast Rates for Inverse Reinforcement Learningcs.LG

Study shows fast rates for inverse reinforcement learning with linear rewards.

problem Entropy-regularized min-max inverse reinforcement learning in finite-horizon MDPs.
method Structural and statistical analysis of Min-Max-IRL with pseudo-self-concordance.
result Both trajectory-level KL divergence and parameter error decay at O(n−1)\mathcal{O}(n^{-1}).
Inverse Reinforcement LearningMin-Max-IRLEntropy RegularizationFast RatesKL Divergence
2026-05-14abs ↗pdf ↗