Ask-before-plan : proactive language agents for real-world planning

Ask-before-plan : proactive language agents for real-world planning

The evolution of large language models (LLMs) has enhanced the planning capabilities of language agents in diverse real-world scenarios. Despite these advancements, the potential of LLM-powered agents to comprehend ambiguous user instructions for reasoning and decision-making is still under explorat...

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Bibliographic Details
Main Authors: ZHANG, Xuan, DENG, Yang, REN, Zifeng, NG, See-Kiong, CHUA, Tat-Seng
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2024
Subjects:
Large language models
LLMs
Language agents
Proactive Agent Planning
Artificial Intelligence and Robotics
Computer Sciences
Online Access:https://ink.library.smu.edu.sg/sis_research/9540
https://ink.library.smu.edu.sg/context/sis_research/article/10540/viewcontent/2406.12639v2.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/9540
https://ink.library.smu.edu.sg/context/sis_research/article/10540/viewcontent/2406.12639v2.pdf

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