Traverse: Learning When to Remember, Reset, and Redirect for Long-Horizon Web Search

Jingyuan Ma, Lynx Aster, He Zhang +5

Long-horizon information-seeking agents often accumulate noisy or misleading context, causing early mistakes to persist and making recovery increasingly difficult. We introduce an…