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Semiparametric Inference for Regression-Discontinuity Designs
Furthermore, we utilize the P-spline method to approximate the nonparametric function and develop procedures for inferring treatment effects within this framework.
Synthetic Regressing Control Method
To determine the weights in the synthesis procedure, we propose an approach that utilizes a criterion of unbiased risk estimator.
Gradient Descent Temporal Difference-difference Learning
Off-policy algorithms, in which a behavior policy differs from the target policy and is used to gain experience for learning, have proven to be of great practical value in reinforcement learning.
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