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T01. LLM agent orchestration and harness design

External research on how multiple language-model agents are planned, routed, and evaluated.

  1. T01-1Structural parallel

    ReAct: Synergizing Reasoning and Acting in Language Models

    Authors
    Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik Narasimhan, Yuan Cao
    Year
    2023
    Venue
    ICLR 2023

    Korean review of T01-1

  2. T01-2Structural parallel

    Toolformer: Language Models Can Teach Themselves to Use Tools

    Authors
    Timo Schick, Jane Dwivedi-Yu, Roberto Dessì, Roberta Raileanu, Maria Lomeli, Eric Hambro, Luke Zettlemoyer, Nicola Cancedda, Thomas Scialom
    Year
    2023
    Venue
    NeurIPS 2023

    Korean review of T01-2

  3. T01-3Structural parallel

    HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face

    Authors
    Yongliang Shen, Kaitao Song, Xu Tan, Dongsheng Li, Weiming Lu, Yueting Zhuang
    Year
    2023
    Venue
    NeurIPS 2023

    Korean review of T01-3

  4. T01-9Structural parallel

    AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversations

    Authors
    Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Beibin Li, Erkang Zhu, Li Jiang, Xiaoyun Zhang, Shaokun Zhang, Jiale Liu, Ahmed Hassan Awadallah, Ryen W. White, Doug Burger, Chi Wang
    Year
    2024
    Venue
    COLM 2024

    Korean review of T01-9

  5. T01-10Structural parallel

    MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

    Authors
    Sirui Hong, Mingchen Zhuge, Jiaqi Chen, Xiawu Zheng, Yuheng Cheng, Ceyao Zhang, Jinlin Wang, Zili Wang, Steven Ka Shing Yau, Zijuan Lin, Liyang Zhou, Chenyu Ran, Lingfeng Xiao, Chenglin Wu, Jürgen Schmidhuber
    Year
    2024
    Venue
    ICLR 2024

    Korean review of T01-10

  6. T01-11Structural parallel

    SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

    Authors
    John Yang, Carlos E. Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, Ofir Press
    Year
    2024
    Venue
    NeurIPS 2024

    Korean review of T01-11

  7. T01-15Structural parallel

    Tree of Thoughts: Deliberate Problem Solving with Large Language Models

    Authors
    Shunyu Yao, Dian Yu, Jeffrey Zhao, Izhak Shafran, Thomas L. Griffiths, Yuan Cao, Karthik Narasimhan
    Year
    2023
    Venue
    NeurIPS 2023

    Korean review of T01-15

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