WikiLoop: Jointly Learning to Build and Navigate Agent-Native Wikis with Downstream Feedback
Source
arxiv.org
Author
Haoliang Ming, Feifei Li, Wenhui Que
Date
Why it matters
Knowledge bases for agents are usually built without any signal from retrieval. Scoring each candidate edit by its measured effect on downstream navigation — with a regression guard — produces edits that help even a held-out navigator.
Terms in this piece · Glossary
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
