LLM Agent 论文集

大语言模型（LLM）Agent 必读论文集。

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"以下是你可能感兴趣的其他论文列表：

💡 Prompt4ReasoningPapers: 基于语言模型提示（Prompting）的推理研究论文。

🔬 KnowledgeEditingPapers: 大语言模型知识编辑必读论文。

我们诚挚地邀请你深入探索这些论文集合与资源，每一份列表都将为你开启一段独特的探索与发现之旅。 :partying_face:”

🔔 最新动态

• [2024-03] 我们发表了一篇新论文："KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents"。
• [2023-06] 我们创建此仓库，旨在维护关于“多智能体（Multi-agents）”的论文列表。

📜 目录

• LLM Agent 论文集
  • 🔔 最新动态
  • 📜 目录
  • 🌄 论文
    • 综述
    • 🤖 Agent
      • 人格（Personality） 🧛🧙
      • 记忆（Memory） 💭💫
      • 规划（Planning） 🧩♟️
      • 工具使用（Tool use） 👩‍🔧🔧
      • RL 训练（RL training） 🧠📈
    • 🤖💬🤖 多智能体（Multiple Agents）
      • 任务导向型沟通
        • 协作交流 👨‍💻👩‍💻
        • 对抗交互 👨🏻‍🦳🗣
      • 日常/开放式对话 👥💬
    • 🪐 应用
    • 🖼️ 框架
    • 🔖 其他
  • 🧰 资源
    • 评测基准（Benchmarks）
    • 工具类型
    • 📜 工具列表
  • 🎉 贡献
    • 如何参与贡献
    • 贡献者列表

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🌄 论文

综述

1. Interactive Natural Language Processing

   Zekun Wang, Ge Zhang, Kexin Yang, Ning Shi, Wangchunshu Zhou, Shaochun Hao, Guangzheng Xiong, Yizhi Li, Mong Yuan Sim, Xiuying Chen, Qingqing Zhu, Zhenzhu Yang, Adam Nik, Qi Liu, Chenghua Lin, Shi Wang, Ruibo Liu, Wenhu Chen, Ke Xu, Dayiheng Liu, Yike Guo, Jie Fu. [abs], 2023.5

2. A Survey on Large Language Model based Autonomous Agents

   Lei Wang, Chen Ma, Xueyang Feng, Zeyu Zhang, Hao Yang, Jingsen Zhang, Zhiyuan Chen, Jiakai Tang, Xu Chen, Yankai Lin, Wayne Xin Zhao, Zhewei Wei, Ji-Rong Wen. [abs], 2023.8

3. The Rise and Potential of Large Language Model Based Agents: A Survey

   Zhiheng Xi, Wenxiang Chen, Xin Guo, Wei He, Yiwen Ding, Boyang Hong, Ming Zhang, Junzhe Wang, Senjie Jin, Enyu Zhou, Rui Zheng, Xiaoran Fan, Xiao Wang, Limao Xiong, Yuhao Zhou, Weiran Wang, Changhao Jiang, Yicheng Zou, Xiangyang Liu, Zhangyue Yin, Shihan Dou, Rongxiang Weng, Wensen Cheng, Qi Zhang, Wenjuan Qin, Yongyan Zheng, Xipeng Qiu, Xuanjing Huang, Tao Gui. [abs], 2023.9

4. If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents

   Ke Yang, Jiateng Liu, John Wu, Chaoqi Yang, Yi R. Fung, Sha Li, Zixuan Huang, Xu Cao, Xingyao Wang, Yiquan Wang, Heng Ji, Chengxiang Zhai. [abs], 2024.1

5. Agent AI: Surveying the Horizons of Multimodal Interaction

   Zane Durante, Qiuyuan Huang, Naoki Wake, Ran Gong, Jae Sung Park, Bidipta Sarkar, Rohan Taori, Yusuke Noda, Demetri Terzopoulos, Yejin Choi, Katsushi Ikeuchi, Hoi Vo, Li Fei-Fei, Jianfeng Gao. [abs], 2024.1

6. Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security

   Yuanchun Li, Hao Wen, Weijun Wang, Xiangyu Li, Yizhen Yuan, Guohong Liu, Jiacheng Liu, Wenxing Xu, Xiang Wang, Yi Sun, Rui Kong, Yile Wang, Hanfei Geng, Jian Luan, Xuefeng Jin, Zilong Ye, Guanjing Xiong, Fan Zhang, Xiang Li, Mengwei Xu, Zhijun Li, Peng Li, Yang Liu, Ya-Qin Zhang, Yunxin Liu. [abs], 2024.1

7. A Survey of Neural Code Intelligence: Paradigms, Advances and Beyond

   Qiushi Sun, Zhirui Chen, Fangzhi Xu, Kanzhi Cheng, Chang Ma, Zhangyue Yin, Jianing Wang, Chengcheng Han, Renyu Zhu, Shuai Yuan, Qipeng Guo, Xipeng Qiu, Pengcheng Yin, Xiaoli Li, Fei Yuan, Lingpeng Kong, Xiang Li, Zhiyong Wu. [abs], 2024.3

8. A Survey on Large Language Model based Human-Agent Systems

   Henry Peng Zou, Wei-Chieh Huang, Yaozu Wu, Yankai Chen, Chunyu Miao, Hoang Ng