Does The Way You Plan Matter? An Empirical Study of Planning Representations for LLM Web Agents

arXiv:2605.29927 · cs.CL, cs.AI, cs.LG · Submitted 2026-05-28 · Read on arXiv

cs.CL, cs.AI, cs.LG

Submitted: 2026-05-28

Updated: 2026-10-27

Terminology

• Consistency — 1× in this paper · explained in 3 episodes
• Planner — 1× in this paper · explained in 3 episodes
• Robustness — 1× in this paper · explained in 6 episodes

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