Mitigating Covariate Shift in Misspecified Regression with Applications to Reinforcement Learning

22 January 2024

Papers citing "Mitigating Covariate Shift in Misspecified Regression with Applications to Reinforcement Learning"

5 / 5 papers shown

Title
Misspecified $Q$ -Learning with Sparse Linear Function Approximation: Tight Bounds on Approximation Error Ally Yalei Du Lin F. Yang Ruosong Wang 37 0 0 18 Jul 2024
$Toward $L_\infty$-recovery of Nonlinear Functions: A Polynomial Sample Complexity Bound for Gaussian Random Fields$ Toward $L_\infty$ -recovery of Nonlinear Functions: A Polynomial Sample Complexity Bound for Gaussian Random Fields Kefan Dong Tengyu Ma 35 4 0 29 Apr 2023
A new similarity measure for covariate shift with applications to nonparametric regression Reese Pathak Cong Ma Martin J. Wainwright 63 31 0 06 Feb 2022
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 340 1,955 0 04 May 2020
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 789 0 19 Feb 2009