Build AI Agents, Visually

Must-read Papers on LLM Agents.

The Open Source Memory Layer For Autonomous Agents

DeepResearchAgent is a hierarchical multi-agent system designed not only for deep research tasks but also for general-purpose task solving. The framework leverages a top-level planning agent to coordinate multiple specialized lower-level agents, enabling automated task decomposition and efficient execution across diverse and complex domains.

A selection of state-of-the-art research materials on trajectory prediction

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

A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario

🏆 ICML 2025 Spotlight

Smart Python Agent Development Environment

In this repository I will showcase my cool multi agent system projects with Crew AI, and will reference other cool projects on the subject : )

Building a Software Dev Team. Experimental Project to orchestrate a team of agents to solve programming tasks.

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

GEARdrones is a lightweight drone control and multiagent localizaion system that combines flight controller, UWB relative localization algorithm, and software monitor.

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

Lightweight multi-agent gridworld Gym environment

Building LLM-Enabled Multi Agent Applications from Scratch

osBrain - A general-purpose multi-agent system module written in Python

[RA-L] S3E: A Multi-Robot Multimodal Dataset for Collaborative SLAM

The RoboCup Soccer Simulator Server