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By Equation (14), we have |h(Zi, π(Xi))| ≤6 ε · ¯α · exp ¯η α − 1 + ¯η + ¯αδ =: C0( ¯α, α, ¯η, δ, ε) · 2019

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Distributionally Robust Policy Learning under Concept Drifts

cs.LG · 2024-12-18 · conditional · novelty 6.0

A doubly robust estimator and a policy learner achieve minimax optimal regret κ(Π)/√n under concept drift with only conditional Y|X shifts.

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Distributionally Robust Policy Learning under Concept Drifts cs.LG · 2024-12-18 · conditional · none · ref 15
A doubly robust estimator and a policy learner achieve minimax optimal regret κ(Π)/√n under concept drift with only conditional Y|X shifts.

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