Generalizing Off-Policy Evaluation From a Causal Perspective For
Sequential Decision-Making

Generalizing Off-Policy Evaluation From a Causal Perspective For Sequential Decision-Making

20 January 2022

Finale Doshi-Velez

Papers citing "Generalizing Off-Policy Evaluation From a Causal Perspective For Sequential Decision-Making"

4 / 4 papers shown

Title
Ignore, Trust, or Negotiate: Understanding Clinician Acceptance of AI-Based Treatment Recommendations in Health Care Venkatesh Sivaraman L. Bukowski J. Levin J. Kahn Adam Perer 40 83 0 31 Jan 2023
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 343 1,968 0 04 May 2020
Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions Omer Gottesman Joseph D. Futoma Yao Liu Soanli Parbhoo Leo Anthony Celi Emma Brunskill Finale Doshi-Velez OffRL 147 55 0 10 Feb 2020
Defining Admissible Rewards for High Confidence Policy Evaluation Niranjani Prasad Barbara E. Engelhardt Finale Doshi-Velez OffRL 31 6 0 30 May 2019