Cold-Start Personalization via Training-Free Priors from Structured World Models

Avinandan Bose, Shuyue Stella Li, Faeze Brahman +6

Cold-start personalization requires inferring user preferences through interaction when no user-specific historical data is available. The core challenge is a routing problem: each…