Top 17 multi-agent Open-Source Projects

• rlcard

  5 2,724 6.2 Python

  Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

  

Project mention: [P] Looking for RL or rules-based No-Limit Hold 'Em Work | /r/MachineLearning | 2023-06-03

• MAgent

  2 1,667 0.0 Python

  A Platform for Many-Agent Reinforcement Learning

  

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• chatarena

  6 1,238 9.2 Python

  ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

  

Project mention: ChatArena – Building Multi-Agent Environments for LLMs | news.ycombinator.com | 2023-11-18

• on-policy

  12 1,148 4.9 Python

  This is the official implementation of Multi-Agent PPO (MAPPO).

  

• gym-pybullet-drones

  4 1,101 8.4 Python

  PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control

  

• maro

  9 818 3.5 Python

  Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.

  

• ma-gym

  2 525 4.4 Python

  A collection of multi agent environments based on OpenAI gym.

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• AgileRL

  12 501 9.8 Python

  Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.

  

Project mention: [P] Introducing PPO and Rainbow DQN to our super fast evolutionary HPO reinforcement learning framework | /r/MachineLearning | 2023-10-15

• GoBigger

  1 437 3.2 Python

  [ICLR 2023] Come & try Decision-Intelligence version of "Agar"! Gobigger could also help you with multi-agent decision intelligence study.

  

• Aetherius_AI_Assistant

  3 235 9.7 Python

  A completely private, locally-operated Ai Assistant/Chatbot/Sub-Agent Framework with realistic Long Term Memory and thought formation using Open Source LLMs. Qdrant is used for the Vector DB.

Project mention: Need Feedback on my Chatbot/Assistant Project | /r/LocalLLaMA | 2023-08-03

Github: https://github.com/libraryofcelsus/Aetherius_AI_Assistant

• agents-aea

  3 191 0.0 Python

  A framework for autonomous economic agent (AEA) development

  

• ACE

  1 186 10.0 Python

  [AAAI 2023] Official PyTorch implementation of paper "ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency". (by opendilab)

  

• gym-multigrid

  1 184 0.0 Python

  Lightweight multi-agent gridworld Gym environment

• scrimmage

  1 154 3.5 C++

  Multi-Agent Robotics Simulator

  

• dialop

  1 91 3.2 Python

  DialOp: Decision-oriented dialogue environments for collaborative language agents

Project mention: [R] Decision-Oriented Dialogue for Human-AI Collaboration (Berkeley + Microsoft) — making LLM agents more collaborative in everyday tasks | /r/MachineLearning | 2023-06-08

Code: https://github.com/jlin816/dialop

• iauto

  1 68 9.3 Python

  iauto is a low-code engine for building and deploying AI agents

Project mention: Show HN: Iauto – Low-Code automation tool that integrates LLM and RPA | news.ycombinator.com | 2024-02-25

• Roy

  1 66 8.0 Jupyter Notebook

  Roy: A lightweight, model-agnostic framework for crafting advanced multi-agent systems using large language models. (by JosefAlbers)

Project mention: My take on Microsoft's `autogen` for multi-agent chat: `Roy` | /r/LocalLLaMA | 2023-10-05

So, I spent the weekend putting together Roy. I tried to replicate some of its features but in what I hoped would be a simpler, more straightforward way.

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

multi-agent related posts

• ChatArena – Building Multi-Agent Environments for LLMs

  1 project | news.ycombinator.com | 18 Nov 2023

• Is it possible to make two LLMs talk to each other?

  2 projects | /r/LocalLLaMA | 10 Jul 2023

• Making a custom Google Translate equivalent / web translation filter for my conlang?

  2 projects | /r/conlangs | 26 Apr 2023

• Tensorflow and OpenAI Gym for Multi-Agent Reinforcement Learning?

  1 project | /r/tensorflow | 21 Apr 2023

• Multi-Agent Language Game Environments for LLMs

  1 project | news.ycombinator.com | 8 Apr 2023

• 🏟 Meet ChatArena: A Python Library Designed To Facilitate Communication And Collaboration Between Multiple Large Language Models (LLMs)

  1 project | /r/machinelearningnews | 7 Apr 2023

• [N] MAgent2 - a reinforcement learning environment engine that can allows for efficient multi-agent games with hundreds or thousands of agents- is now mature within the Farama Foundation

  2 projects | /r/MachineLearning | 3 Jan 2023
• A note from our sponsor - SaaSHub
  www.saashub.com | 21 May 2024

  SaaSHub helps you find the best software and product alternatives Learn more →

Index

Sponsored

SaaSHub - Software Alternatives and Reviews

SaaSHub helps you find the best software and product alternatives

www.saashub.com