Paper reading: LASER: LLM Agent with State-Space Exploration for Web Navigation [extensive reading]

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arXiv 2024, Tencent AI LAB

RQ: LLM with state-space exploration for webshop task

Strength:

  • Allowing LLM agents to develop complex solutions (including going backward) to yield a better result

Concerns:

  • Comparison between WebGPT: What’s the difference? WebGPT is an pbviously stronger baseline.
  • image-20240715154722896