Agent

PRACT: Optimizing Principled Reasoning and Acting of LLM Agent
We introduce the Principled Reasoning and Acting (PRAct) framework, a novel method for learning and enforcing action principles from …
Zhiwei Liu, Weiran Yao, Jianguo Zhang, Rithesh Murthy, Liangwei Yang, Zuxin Liu, Tian Lan, Ming Zhu, Juntao Tan, Et Al.
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Apigen: Automated pipeline for generating verifiable and diverse function-calling datasets
The advancement of function-calling agent models requires diverse, reliable, and high-quality datasets. This paper presents APIGen, an …
Zuxin Liu, Thai Hoang, Jianguo Zhang, Ming Zhu, Tian Lan, Juntao Tan, Weiran Yao, Zhiwei Liu, Yihao Feng, Rithesh RN, Liangwei Yang, Silvio Savarese, Juan Carlos Niebles, Huan Wang, Shelby Heinecke, Caiming Xiong
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