Beyond Parallel Sampling: Diverse Query Initialization for Agentic Search

Sidhaarth Murali, João Coelho, Jingjie Ning +3

Test-time scaling for agentic search typically increases depth (i.e., more turns and tokens per trajectory) or breadth (i.e., more parallel rollouts). Here we focus on breadth scal…