Off-Policy Evaluation and Learning for External Validity under a Covariate Shift

26 February 2020

Papers citing "Off-Policy Evaluation and Learning for External Validity under a Covariate Shift"

5 / 5 papers shown

Title
Open Bandit Dataset and Pipeline: Towards Realistic and Reproducible Off-Policy Evaluation Yuta Saito Shunsuke Aihara Megumi Matsutani Yusuke Narita OffRL 108 75 0 17 Aug 2020
More Efficient Off-Policy Evaluation through Regularized Targeted Learning Aurélien F. Bibaut Ivana Malenica N. Vlassis Mark van der Laan OOD OffRL 27 40 0 13 Dec 2019
Double Reinforcement Learning for Efficient Off-Policy Evaluation in Markov Decision Processes Nathan Kallus Masatoshi Uehara OffRL 66 185 0 22 Aug 2019
Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models Michael Oberst David Sontag CML OffRL 43 170 0 14 May 2019
Learning Representations for Counterfactual Inference Fredrik D. Johansson Uri Shalit David Sontag CML OOD BDL 269 726 0 12 May 2016