S. Talavera

Interpretable Early Termination of Web Navigation Agents via Closed Sequential Pattern Mining

Web navigation agents built on open-weight language models fail often and fail late, with most of the tokens spent after the trajectory has become unrecoverable. Recent work has shown that early termination is a viable cost-reduction strategy, but existing approaches produce opaque termination decisions that do not sup...