Must-read Papers on LLM Agents.

The Open Source Memory Layer For Autonomous Agents

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

SMAC: The StarCraft Multi-Agent Challenge

AI-Driven Research Assistant: An advanced multi-agent system for automating complex research processes. Leveraging LangChain, OpenAI GPT, and LangGraph, this tool streamlines hypothesis generation, data analysis, visualization, and report writing. Perfect for researchers and data scientists seeking to enhance their workflow and productivity.

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

🦠 Simulator for a particle system showing life-like behaviour.

Engy is an AI-powered development tool that generates fully functional web applications from natural language, streamlining the process from idea to working prototype.

Smart Python Agent Development Environment

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

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

Conflict-based search for multi-agent path finding

Python Agent DEvelopment framework

Autonomous intelligent robot agent (AIRA) project implements the standard of economic interaction between human-robot and robot-robot.

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