ABSTRACT
This research investigates the success rates of various acquisition strategies under random uncertainty conditions. It compares different policy architectures and conducts an ablation study to understand their performance.
PAPER · PDF
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Key findings
Acquisition Strategy shows varying success rates from 0.62 to 0.84.
Policy architecture comparison reveals differences in performance.
Ablation study provides insights into the effectiveness of various policies.
Limitations & open questions
Further research needed to validate findings across different uncertainty levels.
Limited to specific policy architectures.