From Trajectories to Grounded Preferences: Process Preference Synthesis via Interaction Element Graphs for Web PRMs.

arXiv:2609.32351v1 Announce Type: new Abstract: Comparative Process Reward Models (PRMs) provide critical step-level guidance for autonomous web agents by evaluating state-conditioned preferences between candidate actions. However, existing preference training