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The Top 23 Python Multi Agent Open Source Projects

Open source projects categorized as Python Multi Agent
Categories > Multi Agent
Metagpt ⭐ 33,707
🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo
total releases 3most recent commit 3 months ago
Open_spiel ⭐ 3,984
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
dependent packages 4total releases 17most recent commit 9 days agopypi open-spiel} Downloads
Rlcard ⭐ 2,260
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
dependent packages 4total releases 40most recent commit 9 months agopypi rlcard} Downloads
Magent ⭐ 1,502
A Platform for Many-agent Reinforcement Learning
most recent commit a year ago
Chatarena ⭐ 1,128
ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.
most recent commit 3 months ago
Ai Economist ⭐ 1,022
Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).
total releases 13most recent commit 9 months ago
On Policy ⭐ 990
This is the official implementation of Multi-Agent PPO (MAPPO).
most recent commit 3 months ago
Gym Pybullet Drones ⭐ 931
PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control
most recent commit 4 months ago
Maro ⭐ 765
Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.
dependent packages 1total releases 28most recent commit 5 months agopypi pymaro} Downloads
Codefuse Chatbot ⭐ 596
An intelligent assistant serving the entire software development lifecycle, powered by a Multi-Agent Framework, working with DevOps Toolkits, Code&Doc Repo RAG, etc.
most recent commit 3 months ago
Mava ⭐ 593
🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX
most recent commit 3 months ago
Gobigger ⭐ 483
[ICLR 2023] Come & try Decision-Intelligence version of "Agar"! Gobigger could also help you with multi-agent decision intelligence study.
most recent commit 8 months ago
Agilerl ⭐ 457
Streamlining reinforcement learning with RLOps
most recent commit 3 months ago
Ma Gym ⭐ 447
A collection of multi agent environments based on OpenAI gym.
total releases 13most recent commit 7 months ago
Malib ⭐ 440
A parallel framework for population-based multi-agent reinforcement learning.
most recent commit 4 months ago
Virtualhome ⭐ 311
API to run VirtualHome, a Multi-Agent Household Simulator
total releases 2most recent commit 6 months ago
Concordia ⭐ 216
A library for generative social simulation
most recent commit 3 months ago
Vectorizedmultiagentsimulator ⭐ 210
VMAS is a vectorized framework designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of challenging multi-robot scenarios. Additional scenarios can be implemented through a simple and modular interface.
dependent packages 2total releases 20most recent commit 3 months agopypi vmas} Downloads
Aetherius_ai_assistant ⭐ 200
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.
most recent commit 3 months ago
Ic3net ⭐ 174
Code for ICLR 2019 paper: Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks
most recent commit a year ago
Robotic Warehouse ⭐ 170
Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment
total releases 3most recent commit a year ago
Gobigger Explore ⭐ 153
Still struggling with the high threshold or looking for the appropriate baseline? Come here and new starters can also play with your own multi-agents!
most recent commit a year ago
Agents Aea ⭐ 149
A framework for autonomous economic agent (AEA) development
dependent packages 4total releases 67most recent commit a year agopypi aea} Downloads
The 5 Most Depended On Python Multi Agent Open Source Projects
Rlcard ⭐ 2,260
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
dependent packages 4total releases 40latest release April 19, 2023most recent commit 9 months agopypi rlcard} Downloads
Agents Aea ⭐ 149
A framework for autonomous economic agent (AEA) development
dependent packages 4total releases 67latest release May 06, 2022most recent commit a year agopypi aea} Downloads
The 10 Latest Releases In Python Multi Agent Open Source Projects
Metagpt ⭐ 33,707
🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo
total releases 3latest release December 08, 2023most recent commit 3 months ago
Surv_ai ⭐ 70
A framework to empower quantitative modeling using Large Language Models (LLMs)
total releases 12latest release June 13, 2023most recent commit 10 months ago
Rlcard ⭐ 2,260
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
dependent packages 4total releases 40latest release April 19, 2023most recent commit 9 months agopypi rlcard} Downloads
Agents Aea ⭐ 149
A framework for autonomous economic agent (AEA) development
dependent packages 4total releases 67latest release May 06, 2022most recent commit a year agopypi aea} Downloads
Virtualhome ⭐ 311
API to run VirtualHome, a Multi-Agent Household Simulator
total releases 2latest release April 27, 2022most recent commit 6 months ago
Robotic Warehouse ⭐ 170
Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment
total releases 3latest release January 12, 2022most recent commit a year ago
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