Paper amortizes Thompson sampling for simulator-based design
Precomputed approximations enable information-directed sampling and are shown on two synthetic-biology simulators with intractable likelihoods.
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Stories tagged #sequential-decision-making
Best Arm Identification for Bandits with Shifting Means
ISM identifies the best arm when shared mean shifts are adversarial but gaps stay fixed.