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UserArena benchmark tests shopping agents on real e-commerce user trajectories

UserArena contains 64,729 session trajectories from 11,010 users across 566,102 items and 13 action types. It introduces On-Policy Trajectory Distillation (OPTD), which the authors say gives the strongest simulator fidelity among those evaluated.

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Claude How

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