A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物

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

VMAS is a vectorized differentiable simulator 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.

Govern, Observe, Direct - a real-time control room for agent societies

本项目为Generative Agents项目的重构+深度汉化版本，旨在为中文用户提供一个利于维护的基础版本，以便后续实验或功能拓展。

TapeAgents is a framework that facilitates all stages of the LLM Agent development lifecycle

[ICML 2025] ResearchTown: Simulator of Human Research Community

PyTorch implementation for Social-LSTM, which is built to predict multi-vessel trajectories.

Multi agent simulation code for 2×2 Game on complex network

Multi-Agent Simulation of Collective Behavior (Pedestrian Crowd)

A lightweight Python-based 3D network multi-agent simulator. Uses a cell-based congestion model. Calculates risk, loudness and battery capacities of the agents. Suitable for 3D network optimization tasks.

Beer Game implemented as an OpenAI gym environment.

A Multi-Agent Simulation Framework and Analysis of the IOTA Tangle - Python implementation and PDF of M.Sc. thesis, Imperial College London

Reinforcement Learning for Unmanned Airial Vehicles

JAX Multi-Agent RL, Neuro-Evolution, and A-Life Library

Multi-Agent-AI-Researcher-Powered-by-DeepSeek-R1-main

A minimalist, discrete multi-agent predator-prey archytype environment.

Sky-Drive: A Distributed Multi-Agent Simulation Platform for Human-AI Collaborative and Socially-Aware Future Transportation

Macro behavioral simulation, model how populations respond to regulation, market shocks, sanctions, and policy pressure. 15 jurisdictions, epistemic transparency layer, optional LLM swarm intelligence. Upload a PDF and simulate it!

Master mind Board Game implemented in Python