awesome-llm-powered-agent

Agent libraries

An exhaustive collection of resources on LLM-powered agents for software developers and researchers.

Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...

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Awesome LLM-Powered Agent / Papers / Autonomous Task Solver
paper 🔥 [May 2024] ICML 2024. [ ] [ ]
paper 🔥 [Mar 2024] arXiv. [ ] [ ] [ ]
paper [Dec 2023] arXiv. [ ] [ ] [ ]
paper 📖 [Dec 2023] AAAI 2024 [ ] [ ] [ ]
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paper 🔥📖 [Oct 2023] ICLR 2024. [ ]
paper [Oct 2023] arXiv. [ ]
paper 📖 [Oct 2023] ICLR 2024. [ ]
paper 📖 [Sep 2023] NeurIPS 2023. [ ]
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paper 📖 [May 2023] NeurIPS 2023. [ ] [ ] [ ]
paper 📖 [May 2023] NeurIPS 2023. [ ] [ ]
paper 🔥📖 [May 2022] EMNLP 2023. [ ] [ ] [ ]
paper 📖 [May 2023] NeurIPS 2023. [ ] [ ] [ ]
paper 📖 [May 2023] EMNLP 2023 Findings. [ ] [ ]
paper [May 2023] arXiv. [ ] [ ]
paper 🔥 [Apr 2023] arXiv. [ ] [ ]
paper 🔥📖 [Mar 2023] NeurIPS 2023. [ ] [ ]
paper 📖 [Dec 2022] ACL 2023. [ ] [ ]
paper 🔥📖 [Oct 2022] ICLR 2023. [ ] [ ] [ ]
paper [Aug 2024] Qian Wang (NUS) et al.* arXiv. [ ]
paper [May 2024] Razan Baltaji (UIUC) et al.* arXiv. [ ] [ ]
paper [April 2024] Pei Chen (TAMU) et al.* NAACL 2024. [ ] [ ]
paper 📖 [Jan 2024] ICLR 2024. [ ] [ ] [ ]
paper [Oct 2023] arXiv. [ ]
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paper 🔥 [Oct 2023] arxiv. [ ] [ ]
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code 290 4 days ago 🔥 [Aug 2023] [ ] [ ]
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paper 🔥📖 [Jun 2023] NeurIPS 2023. [ ] [ ] [ ]
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paper 📖 [Jul 2022] NeurIPS 2022. [ ] [ ] [ ]
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paper [May 2024] arXiv. [ ]
Paper [Nov 2023] CRL WS @ CoRL 2023. [ ]
paper [Oct 2023] arXiv. [ ]
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paper [Jul 2023] Reincarnating RL @ ICLR 2023. [ ]
paper 📖 [Jun 2023] NeurIPS 2023. [ ]
paper [May 2023] arXiv. [ ]
Paper [Nov 2024] , Humanoids 2024. [ ] [ ], [ ]
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paper 📖 [Feb 2023] NeurIPS 2023. [ ] [ ]
paper [Feb 2023] LaReL @ NeurIPS 2022. [ ]
paper [Jan 2023] ICML 2023. [ ] [ ] [ ]
paper 📖 [Dec 2022] ICCV 2023. [ ] [ ]
paper 📖 [May 2024] Findings of ACL 2024. [ ] [ ] [ ]
paper [Oct 2023] arXiv. [ ] [ ]
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paper 🔥📖 [Mar 2023] NeurIPS 2023. [ ] [ ] [ ]
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paper [Sep 2023] arXiv. [ ] [ ] [ ] [ ]
paper [Aug 2023] AutoMate @ IJCAI 2023. [ ]

Awesome LLM-Powered Agent / Papers / Human Interaction Simulation
paper [Mar 2024] arXiv. [ ] [ ]
paper [Jan 2024] arXiv. [ ]
paper 🔥 [Oct 2023] *Xuhui Zhou (CMU) et al.*ICLR [ ]
paper [Oct 2023] arXiv. [ ]
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paper [Jul 2023] preprint. [ ] [ ]
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paper [May 2023] arXiv. [ ]
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Awesome LLM-Powered Agent / Papers / Human-Agent Interaction
paper [Oct 2023] arXiv. [ ]
paper [Aug 2023] arXiv. [ ]
paper [Aug 2023] arXiv. [ ]
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Awesome LLM-Powered Agent / Papers / Agents-Powered LLMs
paper [Oct 2023] arXiv. [ ] [ ]
paper [Oct 2023] arXiv. [ ]
paper 🔥 [May 2023] arXiv. [ ] [ ]
paper 📖 [May 2023] NeurIPS 2023. [ ] [ ]

Awesome LLM-Powered Agent / Papers / Benchmark
paper 📖 [Jul 2024] ACL 2024. [ ] [ ] [ ]
paper [Dec 2023] arXiv. [ ] [ ] [ ]
paper [Nov 2023] *Lin Xu et al.(NUS, ByteDance, Stanford & UC Berkeley) * arXiv. [ ] [ ]
paper [Oct 2023] arXiv. [ ]
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paper [Aug 2023] arXiv. [ ]
paper 📖 [June 2023] NeurIPS 2023. [ ] [ ]

Awesome LLM-Powered Agent / Papers / Survey & Tutorial
paper [Sep 2023] arXiv. [ ]
paper [Sep 2023] arXiv. [ ]
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paper 🔥 [Aug 2023] arXiv. [ ] [ ]
paper 🔥 [Mar 2023] (Sec. 6.3 - Planning for Complex Task Solving)." arXiv. [ ] [ ]

Awesome LLM-Powered Agent / Open-Source Projects / Autonomous Task Solver Projects
Auto-GPT 168,407 4 days ago An experimental open-source attempt to make GPT-4 fully autonomous
🦜️🔗 LangChain 94,887 6 days ago Building applications with LLMs through composability
GPT Engineer 52,392 2 months ago Specify what you want it to build, the AI asks for clarification, and then builds it
MetaGPT 45,280 10 days ago 🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo
BabyAGI 20,446 15 days ago An AI-powered task management system
L2MAC 70 23 days ago 🚀 The LLM Automatic Computer Framework: L2MAC
Yacana 18 about 2 months ago 🔭🦙 Powering opensource LLMs with multi-agent chats and builing workflows

Awesome LLM-Powered Agent / Open-Source Projects / Multi-Agent Simulation Projects
AI Town 🏠💻💌 7,669 about 1 month ago A deployable starter kit for building and customizing your own version of AI town - a virtual town where AI characters live, chat and socialize
GPTeam 1,639 10 days ago An open-source multi-agent simulation
🏟 ChatArena 1,355 6 months ago Multi-agent language game environments for LLMs
🤖 AgentVerse 🪐 4,205 2 months ago A flexible framework that simplifies the process of building custom multi-agent environments for large language models (LLMs)

Awesome LLM-Powered Agent / Perspectives
Language agents: a critical evolutionary step of artificial intelligence Yu Su (OSU), Sep 5, 2023
Introducing XLang: An Open-Source Framework for Building Language Model Agents via Executable Language Grounding XLANG Lab, Aug 9, 2023
What are GPT Agents? A deep dive into the AI interface of the future Learn why Agents are a core part of the future of AI, Logan Kilpatrick (OpenAI), Jul 25, 2023
Language Agents in the Digital World: Opportunities and Risks Shunyu Yao (Princeton) et al., Jul 24, 2023
KokoMind: Can LLMs Understand Social Interactions? Imagine an AI 🤖 at a cocktail party 🍻, Weiyan Shi (Columbia) et al., Jul, 2023
LLM Powered Autonomous Agents Amazing blog by Lilian Weng (OpenAI), Jun 23, 2023
Personalized Generative AI @ CIKM'23
LLM-Agents-Papers 1,080 4 months ago A repo lists papers about LLM role playing, memory mechanism and LLM game playing
LLMAgentPapers 1,852 9 days ago Must-read papers on multiagents of LLMs
awesome-llm-agents 513 16 days ago A curated list of awesome LLM agents

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