Inferring the Long-Term Causal Effects of Long-Term Treatments from Short-Term Experiments

Allen Tran; Aurelien Bibaut; Nathan Kallus

2024 ICML ICML 2024

Inferring the Long-Term Causal Effects of Long-Term Treatments from Short-Term Experiments

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.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Reinforcement Learning

Authors

Allen Tran, Aurelien Bibaut, Nathan Kallus

Topics

Artificial Intelligence > Core AI > Causal Inference Reinforcement Learning > Methods > Offline RL

Keywords

offline reinforcement learning confidence interval doubly robust estimator continual exposure long-term causal effects surrogacy conditions

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