Popular GitHub Repositories for Multiagent Systems

DATAGEN: AI-driven multi-agent research assistant automating hypothesis generation, data analysis, and report writing. Now expanding into crypto market intelligence. Learn more: https://datagen.digital/.

SMAC: The StarCraft Multi-Agent Challenge

Smart Python Agent Development Environment

Code for ICLR 2019 paper: Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks

Building LLM-Enabled Multi Agent Applications with AutoGen

Lean implementation of various multi-agent LLM methods, including Iteration of Thought (IoT)

Decentralized Multiagent Trajectory Planner Robust to Communication Delay

Aitino is a platform that allows for the creation of crews of AI Agents to help you automate tasks and solve complex problems.

A curated list of multiagent learning and related area resources.

??? ICLR 2025 Oral. Automating Agentic Workflow Generation.

Implement Google Deep Minds DQN for multiple agents for a grid world environment where vehicles must pick up customers.

Multi-agent LangGraph Chatbot for hospitals - Django based web application. Leveraging LLM, Knowledge Graph, Multi-agent architecture, RAG.

Efficient multi-agent task automation and management system.

Modular IntRalogistics Intelligent plAtforM

CASSIA: A multiagent llm based single cell Annottaion framework

Autonomous Intelligence is a framework for building collaborative, intelligent multi agent AI systems. The framework provides a robust infrastructure for creating and managing multiple AI agents, and enables developers and organizations to build, deploy, and optimize AI agents that work well in dynamic, complex environments.

Framework for integrate BDI agents and Reinforcement Learning.

[ICML'23] Official PyTorch Implementation of NA2Q, and a comprehensive benchmark based on pymarl

A Multi-Agent based application which provides a comphrehensive financial/market analysis of any company

Multi-Agent Deep Recurrent Q-Learning with Bayesian epsilon-greedy on AirSim simulator