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causal inference 1hidden actions 1offline reinforcement learning 1off-policy evaluation 1

From the 1 of 1 linked paper with an AI index.

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1 paper

stat.ML2026

Learning from the Unseen: Offline Reinforcement Learning with Hidden Actions

Zeyu Bian, Ying Zhou, Yifan Cui

The paper introduces a method for offline reinforcement learning when the true actions are unobserved, using next-state information to estimate policy values and providing a robust…