Optimal Mixture Weights for Off-Policy Evaluation with Multiple Behavior Policies

29 November 2020

Papers citing "Optimal Mixture Weights for Off-Policy Evaluation with Multiple Behavior Policies"

7 / 7 papers shown

Title
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
Doubly Robust Bias Reduction in Infinite Horizon Off-Policy Estimation Ziyang Tang Yihao Feng Lihong Li Dengyong Zhou Qiang Liu OffRL 88 68 0 16 Oct 2019
RecSim: A Configurable Simulation Platform for Recommender Systems Eugene Ie Chih-Wei Hsu Martin Mladenov Vihan Jain Sanmit Narvekar Jing Wang Rui Wu Craig Boutilier 89 181 0 11 Sep 2019
DualDICE: Behavior-Agnostic Estimation of Discounted Stationary Distribution Corrections Ofir Nachum Yinlam Chow Bo Dai Lihong Li OffRL 85 332 0 10 Jun 2019
Offline A/B testing for Recommender Systems Alexandre Gilotte Clément Calauzènes Thomas Nedelec A. Abraham Simon Dollé OffRL 59 220 0 22 Jan 2018
Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning Philip S. Thomas Emma Brunskill OffRL 209 573 0 04 Apr 2016
Unbiased Offline Evaluation of Contextual-bandit-based News Article Recommendation Algorithms Lihong Li Wei Chu John Langford Xuanhui Wang OffRL 150 574 0 31 Mar 2010