The Context Gathering Decision Process: A POMDP Framework for Agentic Search

Chinmaya Kausik, Adith Swaminathan, Nathan Kallus

Large Language Model (LLM) agents are deployed in complex environments -- such as massive codebases, enterprise databases, and conversational histories -- where the relevant state…