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awesome-llm-powered-agent

by hyp1231

awesome listpushed almost 2 years ago

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

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Agent libraries

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

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What's in the list

219 links in 10 sections, with live GitHub stats.activeno commit in 2y

Papers / Autonomous Task Solver

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    🔥 [May 2024] ICML 2024. [ ] [ ]

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    🔥 [Mar 2024] arXiv. [ ] [ ] [ ]

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    [Dec 2023] arXiv. [ ] [ ] [ ]

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    📖 [Dec 2023] AAAI 2024 [ ] [ ] [ ]

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    [Oct 2023] arXiv. [ ] [ ] [ ]

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    🔥📖 [Oct 2023] ICLR 2024. [ ]

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    [Oct 2023] arXiv. [ ]

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    📖 [Oct 2023] ICLR 2024. [ ]

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    📖 [Sep 2023] NeurIPS 2023. [ ]

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    [Sep 2023] arXiv. [ ] [ ] [ ]

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    [Sep 2023] arXiv. [ ]

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    [Aug 2023] arXiv. [ ]

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    [Aug 2023] arXiv. [ ]

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    [Aug 2023] arXiv. [ ] [ ]

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    [Aug 2023] arXiv. [ ]

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    🔥 [May 2023] arXiv. [ ] [ ]

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    📖 [May 2023] NeurIPS 2023. [ ] [ ] [ ]

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    📖 [May 2023] NeurIPS 2023. [ ] [ ]

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    🔥📖 [May 2022] EMNLP 2023. [ ] [ ] [ ]

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    📖 [May 2023] NeurIPS 2023. [ ] [ ] [ ]

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    📖 [May 2023] EMNLP 2023 Findings. [ ] [ ]

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    [May 2023] arXiv. [ ] [ ]

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    🔥 [Apr 2023] arXiv. [ ] [ ]

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    🔥📖 [Mar 2023] NeurIPS 2023. [ ] [ ]

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    📖 [Dec 2022] ACL 2023. [ ] [ ]

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    🔥📖 [Oct 2022] ICLR 2023. [ ] [ ] [ ]

  • paper

    [Aug 2024] Qian Wang (NUS) et al.* arXiv. [ ]

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    [May 2024] Razan Baltaji (UIUC) et al.* arXiv. [ ] [ ]

  • paper

    [April 2024] Pei Chen (TAMU) et al.* NAACL 2024. [ ] [ ]

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    📖 [Jan 2024] ICLR 2024. [ ] [ ] [ ]

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    [Oct 2023] arXiv. [ ]

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    [Oct 2023] arXiv. [ ] [ ]

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    [Oct 2023] arXiv. [ ] [ ]

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    [Oct 2023] arXiv. [ ] [ ]

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    [Sep 2023] arXiv. [ ] [ ]

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    [Sep 2023] arXiv. [ ] [ ] [ ]

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    [Sep 2023] arXiv. [ ] [ ]

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    [Sep 2023] arXiv. [ ] [ ] [ ]

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    [Aug 2023] arXiv. [ ] [ ]

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    🔥 [Aug 2023] arXiv. [ ] [ ]

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    [Aug 2023] arXiv. [ ]

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    [Aug 2023] arXiv. [ ] [ ]

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    [Aug 2023] arXiv. [ ] [ ]

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    [Aug 2023] arXiv. [ ] [ ]

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    [Aug 2023] arXiv. [ ] [ ] [ ]

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    🔥 [Aug 2023] arXiv. [ ] [ ]

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    [Jul 2023] arXiv. [ ] [ ][ ]

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    [Jul 2023] arXiv. [ ] [ ]

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    [Jul 2023] arXiv. [ ] [ ] [ ]

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    [Jul 2023] arXiv. [ ]

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    [Jul 2023] arXiv. [ ] [ ] [ ]

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    [Jun 2023] arXiv. [ ] [ ]

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    [Jun 2023] arXiv. [ ]

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    [May 2023] arXiv. [ ] [ ]

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    🔥 [May 2023] arXiv. [ ] [ ]

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    [May 2023] arXiv. [ ] [ ] [ ]

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    [May 2023] arXiv. [ ]

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    [May 2023] arXiv. [ ] [ ]

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    🔥 [Oct 2023] arxiv. [ ] [ ]

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    🔥 [Sep 2023] arXiv. [ ] [ ]

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    🔥 [Sep 2023] arXiv. [ ] [ ] [ ]

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    🔥 [Sep 2023] arXiv. [ ] [ ]

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    🔥 [Aug 2023] arXiv. [ ] [ ] [ ]

  • code

    🔥 [Aug 2023] [ ] [ ]

    328almost 2 years
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    [Sep 2023] arXiv. [ ] [ ]

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    [Sep 2023] arXiv. [ ] [ ]

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    🔥 [Jul 2023] arXiv. [ ] [ ] [ ]

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    [Jul 2023] arXiv. [ ]

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    🔥📖 [Jun 2023] NeurIPS 2023. [ ] [ ] [ ]

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    [May 2023] arXiv. [ ]

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    [May 2023] arXiv. [ ] [ ]

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    📖 [Apr 2023] arXiv. [ ]

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    [Mar 2023] arXiv. [ ] [ ] [ ]

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    📖 [Jul 2022] NeurIPS 2022. [ ] [ ] [ ]

  • paper

    [May 2024] arXiv. [ ] [ ] [ ]

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    [May 2024] arXiv. [ ]

  • Paper

    [Nov 2023] CRL WS @ CoRL 2023. [ ]

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    [Oct 2023] arXiv. [ ]

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    [Sep 2023] arXiv. [ ]

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    [Aug 2023] arXiv. [ ] [ ]

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    [Jul 2023] arXiv. [ ]

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    [Jul 2023] Reincarnating RL @ ICLR 2023. [ ]

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    📖 [Jun 2023] NeurIPS 2023. [ ]

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    [May 2023] arXiv. [ ]

  • Paper

    [Nov 2024] , Humanoids 2024. [ ] [ ], [ ]

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    [Jul 2024] arXiv. [ ] [ ]

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    [Nov 2023] arXiv. [ ] [ ] [ ]

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    [Nov 2023] arXiv. [ ] [ ] [ ]

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    [Oct 2023] arXiv. [ ] [ ] [ ]

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    [Oct 2023] arXiv. [ ] [ ]

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    [Sep 2023] arXiv. [ ] [ ] [ ]

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    [Sep 2023] arXiv. [ ] [ ]

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    [Sep 2023] arXiv. [ ] [ ]

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    [Sep 2023] arXiv. [ ]

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    [Sep 2023] arXiv. [ ]

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    [Jul 2023] arXiv. [ ] [ ]

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    [Aug 2023] arXiv. [ ]

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    [Jun 2023] arXiv. [ ] [ ]

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    🔥 [May 2023] arXiv. [ ] [ ]

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    🔥 [May 2023] arXiv. [ ] [ ] [ ]

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    [May 2023] arXiv. [ ]

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    📖 [Feb 2023] NeurIPS 2023. [ ] [ ]

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    [Feb 2023] LaReL @ NeurIPS 2022. [ ]

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    [Jan 2023] ICML 2023. [ ] [ ] [ ]

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    📖 [Dec 2022] ICCV 2023. [ ] [ ]

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    📖 [May 2024] Findings of ACL 2024. [ ] [ ] [ ]

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    [Oct 2023] arXiv. [ ] [ ]

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    [Oct 2023] arXiv. [ ]

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    [Oct 2023] arXiv. [ ]

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    [Sep 2023] arXiv. [ ] [ ] [ ]

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    [Sep 2023] arXiv. [ ] [ ]

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    [Aug 2023] arXiv. [ ]

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    [Jul 2023] arXiv. [ ]

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    [May 2023] arXiv. [ ]

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    [May 2023] arXiv. [ ] [ ]

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    [Apr 2023] arXiv. [ ] [ ]

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    🔥📖 [Mar 2023] NeurIPS 2023. [ ] [ ] [ ]

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    [May 2024] arXiv. [ ] [ ] [ ]

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    [Apr 2024] arXiv. [ ] [ ]

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    [Jan 2024] arXiv. [ ] [ ] [ ]

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    [Oct 2023] arXiv. [ ] [ ]

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    [Oct 2023] arXiv. [ ]

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    [Oct 2023] arXiv. [ ]

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    [Oct 2023] arXiv. [ ]

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    [Oct 2023] arXiv. [ ]

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    [Oct 2023] arXiv. [ ] [ ]

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    [Oct 2023] arXiv. [ ]

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    🔥 [Sep 2023] arXiv. [ ] [ ] [ ]

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    [Sep 2023] arXiv. [ ]

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    [Sep 2023] arXiv. [ ]

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    [Sep 2023] arXiv. [ ]

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    [Sep 2023] arXiv. [ ]

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    [Sep 2023] arXiv. [ ]

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    [Sep 2023] arXiv. [ ]

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    🔥 [Sep 2023] arXiv. [ ] [ ] [ ]

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    [Aug 2023] arXiv. [ ] [ ]

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    [Aug 2023] arXiv. [ ]

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    [Aug 2023] arXiv. [ ]

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    [Aug 2023] arXiv. [ ] [ ]

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    [Aug 2023] arXiv. [ ]

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    [Aug 2023] arXiv. [ ]

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    [Aug 2023] arXiv. [ ]

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    [Jun 2023] arXiv. [ ]

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    [Apr 2023] arXiv. [ ] [ ]

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    🔥 [Mar 2023] arXiv. [ ] [ ]

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    [Feb 2024] arXiv. [ ] [ ] [ ]

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    [Sep 2023] arXiv. [ ] [ ] [ ] [ ]

  • paper

    [Aug 2023] AutoMate @ IJCAI 2023. [ ]

Papers / Human Interaction Simulation

  • paper

    [Dec 2024] arXiv. [ ]

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    [Mar 2024] arXiv. [ ] [ ]

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    [Jan 2024] arXiv. [ ]

  • paper

    🔥 [Oct 2023] *Xuhui Zhou (CMU) et al.*ICLR [ ]

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    [Oct 2023] arXiv. [ ]

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    [Oct 2023] arXiv. [ ]

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    [Oct 2023] arXiv. [ ] [ ] [ ]

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    [Oct 2023] arXiv. [ ]

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    [Sep 2023] arXiv. [ ] [ ] [ ] [ ]

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    [Sep 2023] arXiv. [ ]

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    [Aug 2023] arXiv. [ ]

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    [Aug 2023] arXiv. [ ] [ ]

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    🔥 [Aug 2023] arXiv. [ ] [ ] [ ]

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    [Jul 2023] arXiv. [ ]

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    [Jul 2023] arXiv. [ ] [ ]

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    [Jul 2023] arXiv. [ ]

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    [Jul 2023] arXiv. [ ] [ ]

  • paper

    [Jul 2023] preprint. [ ] [ ]

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    [Jun 2023] arXiv. [ ] [ ]

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    [May 2023] arXiv. [ ]

  • paper

    [May 2023] arXiv. [ ]

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    [Apr 2023] arXiv. [ ] [ ] [ ]

  • paper

    🔥 [Apr 2023] arXiv. [ ] [ ]

Papers / Human-Agent Interaction

  • paper

    [Oct 2023] arXiv. [ ]

  • paper

    [Aug 2023] arXiv. [ ]

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    [Aug 2023] arXiv. [ ]

  • paper

    [Jul 2023] arXiv. [ ]

Papers / Agents-Powered LLMs

  • paper

    [Oct 2023] arXiv. [ ] [ ]

  • paper

    [Oct 2023] arXiv. [ ]

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    🔥 [May 2023] arXiv. [ ] [ ]

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    📖 [May 2023] NeurIPS 2023. [ ] [ ]

Papers / Benchmark

  • paper

    📖 [Jul 2024] ACL 2024. [ ] [ ] [ ]

  • paper

    [Dec 2023] arXiv. [ ] [ ] [ ]

  • paper

    [Nov 2023] *Lin Xu et al.(NUS, ByteDance, Stanford & UC Berkeley) * arXiv. [ ] [ ]

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    [Oct 2023] arXiv. [ ]

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    [Oct 2023] arXiv. [ ] [ ]

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    [Oct 2023] arXiv. [ ] [ ]

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    [Oct 2023] arXiv. [ ] [ ]

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    [Sep 2023] arXiv. [ ] [ ] [ ] [ ]

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    [Aug 2023] arXiv. [ ] [ ]

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    🔥 [Aug 2023] arXiv. [ ] [ ] [ ]

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    [Aug 2023] arXiv. [ ]

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    📖 [June 2023] NeurIPS 2023. [ ] [ ]

Papers / Survey & Tutorial

  • paper

    [Sep 2023] arXiv. [ ]

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    [Sep 2023] arXiv. [ ]

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    🔥 [Sep 2023] arXiv. [ ] [ ]

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    🔥 [Aug 2023] arXiv. [ ] [ ]

  • paper

    🔥 [Mar 2023] (Sec. 6.3 - Planning for Complex Task Solving)." arXiv. [ ] [ ]

Open-Source Projects / Autonomous Task Solver Projects

  • Auto-GPT

    An experimental open-source attempt to make GPT-4 fully autonomous

    169.2Kalmost 2 years
  • 🦜️🔗 LangChain

    Building applications with LLMs through composability

    96.1Kalmost 2 years
  • GPT Engineer

    Specify what you want it to build, the AI asks for clarification, and then builds it

    52.6Kalmost 2 years
  • MetaGPT

    🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo

    45.9Kalmost 2 years
  • BabyAGI

    An AI-powered task management system

    20.6Kalmost 2 years
  • L2MAC

    🚀 The LLM Automatic Computer Framework: L2MAC

    79almost 2 years
  • Yacana

    🔭🦙 Powering opensource LLMs with multi-agent chats and builing workflows

    212 years
  • Saplings

    – 🌳 Build smarter agents using tree search

    179almost 2 years

Open-Source Projects / Multi-Agent Simulation Projects

  • AI Town 🏠💻💌

    A deployable starter kit for building and customizing your own version of AI town - a virtual town where AI characters live, chat and socialize

    7.8K2 years
  • GPTeam

    An open-source multi-agent simulation

    1.6Kalmost 2 years
  • 🏟 ChatArena

    Multi-agent language game environments for LLMs

    1.4Kover 2 years
  • 🤖 AgentVerse 🪐

    A flexible framework that simplifies the process of building custom multi-agent environments for large language models (LLMs)

    4.3K2 years

Perspectives

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