Efficient Policy Evaluation with Offline Data Informed Behavior Policy Design

Shuze Liu; Shangtong Zhang

2024 ICML ICML 2024

Efficient Policy Evaluation with Offline Data Informed Behavior Policy Design

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Shuze Liu, Shangtong Zhang

Topics

Reinforcement Learning > Methods > Offline RL Reinforcement Learning > Methods > Policy Learning

Keywords

variance reduction behavior policy monte carlo estimator offline data learning error closed-form

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