WebNavigator: Global Web Navigation via Interaction Graph Retrieval

Excerpt

arXiv:2603.20366v2 Announce Type: replace-cross Abstract: Despite significant advances in autonomous web navigation, current methods remain far from human-level performance in complex web environments. We argue that this limitation stems from Topological Blindness, where agents are forced to explore via trial-and-error without access to the global topological structure of the environment. To overcome this limitation, we introduce WebNavigator, which reframes web navigation from probabilistic exp