A SEM-based causal bandit method provides more accurate policy evaluations and learns low-variance optimal policies under uncertain conditional distributions compared to traditional approaches.
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Evaluating and Learning Robust Bandit Policies Under Uncertain Causal Mechanisms
A SEM-based causal bandit method provides more accurate policy evaluations and learns low-variance optimal policies under uncertain conditional distributions compared to traditional approaches.