Optimal oracle inequalities for solving projected fixed-point equations

9 December 2020

Papers citing "Optimal oracle inequalities for solving projected fixed-point equations"

7 / 7 papers shown

Title
The Optimal Approximation Factors in Misspecified Off-Policy Value Function Estimation P. Amortila Nan Jiang Csaba Szepesvári OffRL 29 3 0 25 Jul 2023
High-probability sample complexities for policy evaluation with linear function approximation Gen Li Weichen Wu Yuejie Chi Cong Ma Alessandro Rinaldo Yuting Wei OffRL 30 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 40 15 0 29 Dec 2021
Accelerated and instance-optimal policy evaluation with linear function approximation Tianjiao Li Guanghui Lan A. Pananjady OffRL 37 13 0 24 Dec 2021
Optimal policy evaluation using kernel-based temporal difference methods Yaqi Duan Mengdi Wang Martin J. Wainwright OffRL 28 26 0 24 Sep 2021
Consistency of Bayesian inference with Gaussian process priors in an elliptic inverse problem M. Giordano Richard Nickl 37 57 0 16 Oct 2019