Semi-Parametric Efficient Policy Learning with Continuous Actions

© 2019 Neural information processing systems foundation. All rights reserved. We consider off-policy evaluation and optimization with continuous action spaces. We focus on observational data where the data collection policy is unknown and needs to be estimated. We take a semi-parametric approach whe...

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Bibliographic Details
Main Authors: Chernozhukov, Victor, Lewis, Greg, Syrgkanis, Vasilis, Demirer, Mert
Other Authors: Sloan School of Management
Format: Article
Language:English
Published: The IFS 2021
Online Access:https://hdl.handle.net/1721.1/137326