Accelerated and instance-optimal policy evaluation with linear function approximation

24 December 2021

Papers citing "Accelerated and instance-optimal policy evaluation with linear function approximation"

5 / 5 papers shown

Title
Estimating stationary mass, frequency by frequency Milind Nakul Vidya Muthukumar A. Pananjady 36 0 0 17 Mar 2025
High-probability sample complexities for policy evaluation with linear function approximation Gen Li Weichen Wu Yuejie Chi Cong Ma Alessandro Rinaldo Yuting Wei OffRL 18 6 0 30 May 2023
A Complete Characterization of Linear Estimators for Offline Policy Evaluation Juan C. Perdomo A. Krishnamurthy Peter L. Bartlett Sham Kakade OffRL 27 3 0 08 Mar 2022
A Statistical Analysis of Polyak-Ruppert Averaged Q-learning Xiang Li Wenhao Yang Jiadong Liang Zhihua Zhang Michael I. Jordan 27 15 0 29 Dec 2021
A Proximal Stochastic Gradient Method with Progressive Variance Reduction Lin Xiao Tong Zhang ODL 76 736 0 19 Mar 2014