Bernie Wang

Exploit More, Explore Smarter for Budget-Constrained Agentic Search

This work introduces ExTS, a tree-search policy that treats expansion itself as a value-of-information decision, and introduces pilot-run diagnostics that characterize what makes budget-constrained agentic search problems structurally different from one another, providing both understanding of the problem space and pra...