Learning Optimal Policies from Observational Data

23 February 2018

Papers citing "Learning Optimal Policies from Observational Data"

6 / 6 papers shown

Title
Causal Transformer for Estimating Counterfactual Outcomes Valentyn Melnychuk Dennis Frauen Stefan Feuerriegel CML 107 99 0 14 Apr 2022
Estimating Counterfactual Treatment Outcomes over Time Through Adversarially Balanced Representations Ioana Bica Ahmed Alaa James Jordon M. Schaar BDL CML 72 186 0 10 Feb 2020
A Survey on Causal Inference Liuyi Yao Zhixuan Chu Sheng Li Yaliang Li Jing Gao Aidong Zhang CML 117 514 0 05 Feb 2020
Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit Feedback SrinivasaRao SubramanyaRao 102 114 0 08 Sep 2019
Representation Balancing MDPs for Off-Policy Policy Evaluation Yao Liu Omer Gottesman Aniruddh Raghu Matthieu Komorowski A. Faisal Finale Doshi-Velez Emma Brunskill OffRL 70 75 0 23 May 2018
Constructing Effective Personalized Policies Using Counterfactual Inference from Biased Data Sets with Many Features Onur Atan W. Zame Qiaojun Feng M. Schaar OffRL CML 57 13 0 23 Dec 2016