multi-hop-tasks

This paper introduces GTA, a scalable framework for automatically generating long-horizon, multi-hop web agent tasks with executable trajectories, addressing the lack of process-level supervision in web agent benchmarks. The framework integrates crawling, retrieval-based seeding, and automated quality control to produce realistic tasks across multiple websites.