Semi-Parametric Efficient Policy Learning with Continuous Actions

Semi-Parametric Efficient Policy Learning with Continuous Actions

24 May 2019

Vasilis Syrgkanis

Victor Chernozhukov

Papers citing "Semi-Parametric Efficient Policy Learning with Continuous Actions"

12 / 12 papers shown

Title
Doubly Robust Fusion of Many Treatments for Policy Learning Ke Zhu Jianing Chu I. Lipkovich Wenyu Ye Shu Yang 39 0 0 12 May 2025
Contextual Linear Optimization with Bandit Feedback Yichun Hu Nathan Kallus Xiaojie Mao Yanchen Wu 42 0 0 26 May 2024
Individualized Policy Evaluation and Learning under Clustered Network Interference Yi Zhang Kosuke Imai OffRL 42 1 0 04 Nov 2023
Balanced Off-Policy Evaluation for Personalized Pricing Adam N. Elmachtoub Vishal Gupta Yunfan Zhao OffRL 42 6 0 24 Feb 2023
Sequential Counterfactual Risk Minimization Houssam Zenati Eustache Diemert Matthieu Martin Julien Mairal Pierre Gaillard OffRL 29 3 0 23 Feb 2023
Learning to Generate All Feasible Actions Mirco Theile Daniele Bernardini Raphael Trumpp C. Piazza Marco Caccamo Alberto L. Sangiovanni-Vincentelli 34 2 0 26 Jan 2023
PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits Kyoungseok Jang Chicheng Zhang Kwang-Sung Jun 45 14 0 25 Oct 2022
Policy Learning with Adaptively Collected Data Ruohan Zhan Zhimei Ren Susan Athey Zhengyuan Zhou OffRL 45 27 0 05 May 2021
Estimating the Effects of Continuous-valued Interventions using Generative Adversarial Networks Ioana Bica James Jordon M. Schaar CML 32 105 0 27 Feb 2020
Efficient Policy Learning from Surrogate-Loss Classification Reductions Andrew Bennett Nathan Kallus OffRL 31 16 0 12 Feb 2020
Localized Debiased Machine Learning: Efficient Inference on Quantile Treatment Effects and Beyond Nathan Kallus Xiaojie Mao Masatoshi Uehara 29 25 0 30 Dec 2019
Kernel Optimal Orthogonality Weighting: A Balancing Approach to Estimating Effects of Continuous Treatments Nathan Kallus Michele Santacatterina CML 25 20 0 26 Oct 2019