cs.AI, cs.LG

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

arXiv:2605.07042v1 Announce Type: new
Abstract: Large Language Model (LLM) agents are deployed in complex environments — such as massive codebases, enterprise databases, and conversational histories — where the relevant state far exceeds their conte…