Statistical Linear Estimation with Penalized Estimators: an Application to Reinforcement Learning

27 June 2012

Papers citing "Statistical Linear Estimation with Penalized Estimators: an Application to Reinforcement Learning"

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
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
Bellman-consistent Pessimism for Offline Reinforcement Learning Tengyang Xie Ching-An Cheng Nan Jiang Paul Mineiro Alekh Agarwal OffRL LRM 27 269 0 13 Jun 2021
Importance Weight Estimation and Generalization in Domain Adaptation under Label Shift Kamyar Azizzadenesheli OOD 29 13 0 29 Nov 2020
A Finite Time Analysis of Temporal Difference Learning With Linear Function Approximation Jalaj Bhandari Daniel Russo Raghav Singal 16 334 0 06 Jun 2018
Weak Convergence Properties of Constrained Emphatic Temporal-difference Learning with Constant and Slowly Diminishing Stepsize Huizhen Yu 17 29 0 23 Nov 2015
Rate of Convergence and Error Bounds for LSTD( $λ$ ) Manel Tagorti B. Scherrer 33 32 0 13 May 2014