2 papers
cs.GT2026
A Solicit-Then-Suggest Model of Agentic Purchasing
Shengyu Cao, Ming Hu
E-commerce is shifting from search-based shopping to agentic purchasing. Rather than relying on keywords, AI shopping agents learn customer preferences through targeted multi-round…
stat.ML2023
Best Arm Identification in Batched Multi-armed Bandit Problems
Shengyu Cao, Simai He, Ruoqing Jiang +2
Recently multi-armed bandit problem arises in many real-life scenarios where arms must be sampled in batches, due to limited time the agent can wait for the feedback. Such applicat…