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

arXiv:2605.29927v2 Announce Type: replace-cross Abstract: Despite recent advances, LLM-based web agents still struggle with limited exploration, omission of critical steps, and sensitivity to task constraints. Prior work suggests that many of these failures st