Optimal purchase-timing policies for delegated shopping agents are dynamic or randomized thresholds under stationary, Bayesian, and robust price models, and they compete with simple baselines on real Amazon data while LLMs excel at regime selection.
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Strategic Buying Agents
Optimal purchase-timing policies for delegated shopping agents are dynamic or randomized thresholds under stationary, Bayesian, and robust price models, and they compete with simple baselines on real Amazon data while LLMs excel at regime selection.