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Papers
2012.05299
Cited By

Optimal oracle inequalities for solving projected fixed-point equations

Optimal oracle inequalities for solving projected fixed-point equations

9 December 2020

Martin J. Wainwright

ArXiv (abs)PDF HTML

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

9 / 9 papers shown

Mitigating Covariate Shift in Misspecified Regression with Applications
to Reinforcement Learning

Mitigating Covariate Shift in Misspecified Regression with Applications to Reinforcement LearningAnnual Conference Computational Learning Theory (COLT), 2024

Philip Amortila

Akshay Krishnamurthy

353

4

0

22 Jan 2024

The Optimal Approximation Factors in Misspecified Off-Policy Value
Function Estimation

The Optimal Approximation Factors in Misspecified Off-Policy Value Function EstimationInternational Conference on Machine Learning (ICML), 2023

Philip Amortila

Csaba Szepesvári

315

5

0

25 Jul 2023

High-probability sample complexities for policy evaluation with linear
function approximation

High-probability sample complexities for policy evaluation with linear function approximationIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2023

Alessandro Rinaldo

459

10

0

30 May 2023

Krylov-Bellman boosting: Super-linear policy evaluation in general state
spaces

Krylov-Bellman boosting: Super-linear policy evaluation in general state spacesInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022

Martin J. Wainwright

187

2

0

20 Oct 2022

Stochastic first-order methods for average-reward Markov decision
processes

Stochastic first-order methods for average-reward Markov decision processesMathematics of Operations Research (MOR), 2022

586

29

0

11 May 2022

A Complete Characterization of Linear Estimators for Offline Policy
Evaluation

A Complete Characterization of Linear Estimators for Offline Policy EvaluationJournal of machine learning research (JMLR), 2022

Juan C. Perdomo

A. Krishnamurthy

Peter L. Bartlett

314

5

0

08 Mar 2022

A Statistical Analysis of Polyak-Ruppert Averaged Q-learning

A Statistical Analysis of Polyak-Ruppert Averaged Q-learningInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021

Wenhao Yang

Michael I. Jordan

456

26

0

29 Dec 2021

Accelerated and instance-optimal policy evaluation with linear function
approximation

Accelerated and instance-optimal policy evaluation with linear function approximationSIAM Journal on Mathematics of Data Science (SIMODS), 2021

259

18

0

24 Dec 2021

Optimal policy evaluation using kernel-based temporal difference methods

Optimal policy evaluation using kernel-based temporal difference methodsAnnals of Statistics (Ann. Stat.), 2021

Mengdi Wang

Martin J. Wainwright

255

30

0

24 Sep 2021

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