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insikt - LLM Tool Learning
LLM의 도구 학습을 위한 단계별 강화 학습 프레임워크, StepTool
LLM의 도구 학습 성능을 향상하기 위해 단계별 보상과 최적화를 활용하는 강화 학습 프레임워크인 StepTool을 소개합니다.
DRAFT: A Framework for Dynamically Refining Tool Documentation to Improve LLM Tool Usage
Existing tool documentation, primarily designed for humans, often hinders LLMs from effectively utilizing external tools. DRAFT, a novel framework, addresses this challenge by dynamically refining tool documentation based on feedback from LLM-tool interactions, thereby improving LLMs' ability to understand and use tools.
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