Magdalini Eirinaki
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Interpretable Early Termination of Web Navigation Agents via Closed Sequential Pattern Mining
According to the abstract, Sergio Talavera and Magdalini Eirinaki mine the first steps of web-agent traces to build a small, human-reviewable library of failure signatures, so doomed runs can be stopped early. They evaluate it on 1,544 MiniWoB++ traces from three open-weight models.