Guides That Cause Actions: An Offline Study of Guide-Action Mutual Reinforcement in Multimodal Web Agents

arXiv:2609.27353 · cs.CL · Submitted 2026-09-23 · Read on arXiv

cs.CL

Submitted: 2026-09-23

Updated: 2026-09-23

Terminology

Accuracy — 13× in this paper · explained in 1 episode
GRPO — 11× in this paper · explained in 6 episodes
Grounding — 10× in this paper · explained in 3 episodes
Benchmark — 6× in this paper · explained in 2 episodes
Reinforcement Learning — 6× in this paper · explained in 4 episodes
Action Space — 3× in this paper · explained in 1 episode
Commentary — 3× in this paper · explained in 2 episodes
Decode — 1× in this paper · explained in 2 episodes
Interpretability — 1× in this paper · explained in 15 episodes
Provenance — 1× in this paper · explained in 4 episodes
Robustness — 1× in this paper · explained in 5 episodes
Trace — 1× in this paper · explained in 2 episodes

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