multi-agent-systems

Open-source projects categorized as multi-agent-systems
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Language: + Python + Prolog + Rust + C++
Topics: Deep Learning Artificial intelligence ai-societies Natural Language Processing communicative-ai
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Top 11 multi-agent-system Open-Source Projects

  • camel

    šŸ« CAMEL: Communicative Agents for ā€œMindā€ Exploration of Large Language Model Society (NeruIPS'2023) https://www.camel-ai.org (by camel-ai)

    • Project mention: Auto-GPT seems nearly unusable | /r/AutoGPT | 2023-05-13

    Look into the following: https://github.com/lightaime/camel

  • langroid

    Harness LLMs with Multi-Agent Programming

    • Project mention: OpenAI: Streaming is now available in the Assistants API | news.ycombinator.com | 2024-03-14

    This was indeed true in the beginning, and I donā€™t know if this has changed. Inserting messages with Assistant role is crucial for many reasons, such as if you want to implement caching, or otherwise edit/compress a previous assistant response for cost or other reason.

    At the time I implemented a work-around in Langroid[1]: since you can only insert a ā€œuserā€ role message, prepend the content with ASSISTANT: whenever you want it to be treated as an assistant role. This actually works as expected and I was able to do caching. I explained it in this forum:

    https://community.openai.com/t/add-custom-roles-to-messages-...

    [1] the Langroid code that adds a message with a given role, using this above ā€œassistant spoofing trickā€:

    https://github.com/langroid/langroid/blob/main/langroid/agen...

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  • multi_agent_path_planning

    Python implementation of a bunch of multi-robot path-planning algorithms.

  • Mava

    šŸ¦ A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX

  • mini-AlphaStar

    (JAIR'2022) A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI proposed by DeepMind to play StarCraft II. JAIR = Journal of Artificial Intelligence Research.

  • zeta

    Build high-performance AI models with modular building blocks (by kyegomez)

    • Project mention: Zetascale, Build high-performance AI models with modular building blocks | news.ycombinator.com | 2024-02-09

  • agents-aea

    A framework for autonomous economic agent (AEA) development

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  • gym-multigrid

    Lightweight multi-agent gridworld Gym environment

  • RTEC

    RTEC is an Event Calculus implementation optimised for stream reasoning

  • rust-agent-based-models

    Reliable and efficient agent-based models in Rust

  • ardrone_gazebo

    This ardrone_gazebo repository contains a ROS Noetic package to simulate the old but well known AR.Drone.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

multi-agent-systems related posts

  • Auto-GPT seems nearly unusable

    2 projects | /r/AutoGPT | 13 May 2023

  • Starting wth Multi Agent Reinforcement Learning

    1 project | /r/reinforcementlearning | 29 Apr 2023

  • Hmmmm.... perhaps there's a leap forward here

    2 projects | /r/AutoGPT | 17 Apr 2023

  • AI ā€” weekly megathread!

    2 projects | /r/artificial | 14 Apr 2023

  • Recomendations of framework/library for MARL

    4 projects | /r/reinforcementlearning | 14 Sep 2022

  • ardrone_gazebo (ROS Noetic package)

    5 projects | /r/ROS | 14 Mar 2022

  • [R] Mava: a research framework for distributed multi-agent reinforcement learning

    1 project | /r/MachineLearning | 6 Jul 2021
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Index

What are some of the best open-source multi-agent-system projects? This list will help you:

Project Stars
1 camel 4,457
2 langroid 1,550
3 multi_agent_path_planning 961
4 Mava 647
5 mini-AlphaStar 278
6 zeta 249
7 agents-aea 190
8 gym-multigrid 180
9 RTEC 79
10 rust-agent-based-models 25
11 ardrone_gazebo 13

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