An Instrumental Variable Approach to Confounded Off-Policy Evaluation

29 December 2022

Papers citing "An Instrumental Variable Approach to Confounded Off-Policy Evaluation"

7 / 57 papers shown

Title
Doubly Robust Policy Evaluation and Optimization Miroslav Dudík D. Erhan John Langford Lihong Li OffRL 141 285 0 10 Mar 2015
Constructing Dynamic Treatment Regimes in Infinite-Horizon Settings Ashkan Ertefaie 44 21 0 03 Jun 2014
Gaussian approximation of suprema of empirical processes Victor Chernozhukov Denis Chetverikov Kengo Kato 98 296 0 31 Dec 2012
Tensor decompositions for learning latent variable models Anima Anandkumar Rong Ge Daniel J. Hsu Sham Kakade Matus Telgarsky 297 1,142 0 29 Oct 2012
Doubly Robust Policy Evaluation and Learning Miroslav Dudík John Langford Lihong Li OffRL 181 694 0 23 Mar 2011
A Contextual-Bandit Approach to Personalized News Article Recommendation Lihong Li Wei Chu John Langford Robert Schapire 307 2,935 0 28 Feb 2010
Closing the Learning-Planning Loop with Predictive State Representations Byron Boots S. Siddiqi Geoffrey J. Gordon 208 265 0 12 Dec 2009