Doubly Robust Distributionally Robust Off-Policy Evaluation and Learning

Doubly Robust Distributionally Robust Off-Policy Evaluation and Learning

19 February 2022

Papers citing "Doubly Robust Distributionally Robust Off-Policy Evaluation and Learning"

13 / 13 papers shown

Title
Reinforcement Learning with Continuous Actions Under Unmeasured Confounding Yuhan Li Eugene Han Yifan Hu Wenzhuo Zhou Zhengling Qi Yifan Cui Ruoqing Zhu OffRL 239 0 0 01 May 2025
Practical Performative Policy Learning with Strategic Agents Qianyi Chen Ying Chen Bo Li 115 0 0 02 Dec 2024
Isolated Causal Effects of Natural Language Victoria Lin Louis-Philippe Morency Eli Ben-Michael CML 41 1 0 18 Oct 2024
The Central Role of the Loss Function in Reinforcement Learning Kaiwen Wang Nathan Kallus Wen Sun OffRL 72 7 0 19 Sep 2024
Contextual Linear Optimization with Bandit Feedback Yichun Hu Nathan Kallus Xiaojie Mao Yanchen Wu 42 0 0 26 May 2024
Provable Risk-Sensitive Distributional Reinforcement Learning with General Function Approximation Yu Chen Xiangcheng Zhang Siwei Wang Longbo Huang 47 3 0 28 Feb 2024
Optimizing Language Models for Human Preferences is a Causal Inference Problem Victoria Lin Eli Ben-Michael Louis-Philippe Morency 43 3 0 22 Feb 2024
A Semiparametric Instrumented Difference-in-Differences Approach to Policy Learning Pan Zhao Yifan Cui CML 36 1 0 14 Oct 2023
JoinGym: An Efficient Query Optimization Environment for Reinforcement Learning Kaiwen Wang Junxiong Wang Yueying Li Nathan Kallus Immanuel Trummer Wen Sun GP 60 2 0 21 Jul 2023
Policy Learning under Biased Sample Selection Lihua Lei Roshni Sahoo Stefan Wager 38 13 0 23 Apr 2023
Fair Off-Policy Learning from Observational Data Dennis Frauen Valentyn Melnychuk Stefan Feuerriegel FaML OffRL 30 6 0 15 Mar 2023
Near-Minimax-Optimal Risk-Sensitive Reinforcement Learning with CVaR Kaiwen Wang Nathan Kallus Wen Sun 112 18 0 07 Feb 2023
Double Reinforcement Learning for Efficient Off-Policy Evaluation in Markov Decision Processes Nathan Kallus Masatoshi Uehara OffRL 43 183 0 22 Aug 2019