Inference on the Value of Policy Improvement in Adaptive Experiments
stat.ML, cs.LG, econ.EM, math.ST, stat.TH
Submitted: 2026-10-11
Updated: 2026-10-11
Sources
- Sufficient and insufficient conditions for the stochastic convergence of Ces\`{a}ro means
- Inference on Optimal Dynamic Policies via Softmax Approximation
- Doubly Robust Policy Evaluation and Learning
- Sample-efficient Nonstationary Policy Evaluation for Contextual Bandits
- Fast Best-in-Class Regret for Contextual Bandits
- Cramming Contextual Bandits for On-policy Statistical Evaluation
- On the Lower Confidence Band for the Optimal Welfare in Policy Learning
- Inference on Optimal Policy Values and Other Irregular Functionals via Softmax Smoothing
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