WEB-SHEPHERD
en construction
Définition
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WEB-SHEPHERD
The first process reward model (PRM) specifically designed for web navigation tasks. It addresses the challenges of evaluating web agent trajectories at a step-by-step level, which is crucial for improving agent performance in long-horizon web tasks. WEB-SHEPHERD is designed as a process reward model that evaluates web navigation trajectories at each step. The method works in two main stages: checklist generation and reward modeling with the checklist.
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