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Mar, 2024
增强LLM智能体的分步思考提取和对齐决策
TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision
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Ruiwen Zhou, Yingxuan Yang, Muning Wen, Ying Wen, Wenhao Wang...
TL;DR
该论文提出了一种名为TRAD的新框架,通过Thought Retrieval和Aligned Decision方法解决了利用上下文示例的问题,实验表明TRAD在降噪和推广方面表现优异,并在全球商业保险公司的实际场景中成功部署,提高了机器人流程自动化的成功率。
Abstract
Numerous
large language model
(LLM) agents have been built for different tasks like web navigation and online shopping due to LLM's wide knowledge and text-understanding ability. Among these works, many of them utilize
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