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