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115 search results found

Metagpt ⭐ 33,707

🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo

Open_spiel ⭐ 4,072

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

Rlcard ⭐ 2,260

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

Magent ⭐ 1,502

A Platform for Many-agent Reinforcement Learning

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.

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).

On Policy ⭐ 990

This is the official implementation of Multi-Agent PPO (MAPPO).

Gym Pybullet Drones ⭐ 931

PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control

Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.

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.

🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX

Awesome Game Ai ⭐ 522

Awesome Game AI materials of Multi-Agent Reinforcement Learning

Gobigger ⭐ 483

[ICLR 2023] Come & try Decision-Intelligence version of "Agar"! Gobigger could also help you with multi-agent decision intelligence study.

Agilerl ⭐ 457

Streamlining reinforcement learning with RLOps

A collection of multi agent environments based on OpenAI gym.

A parallel framework for population-based multi-agent reinforcement learning.

Pytorch Drl ⭐ 387

PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.

Virtualhome ⭐ 311

API to run VirtualHome, a Multi-Agent Household Simulator

Trajectory Planner in Multi-Agent and Dynamic Environments

Open-Source Framework for Development, Simulation and Benchmarking of Behavior Planning Algorithms for Autonomous Driving

Concordia ⭐ 216

A library for generative social simulation

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.

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.

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

Robotic Warehouse ⭐ 170

Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment

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!

Continuous Cbs ⭐ 152

Continuous CBS - a modification of conflict based search algorithm, that allows to perform actions (move, wait) of arbitrary duration. Timeline is not discretized, i.e. is continuous.

Agents Aea ⭐ 149

A framework for autonomous economic agent (AEA) development

Scrimmage ⭐ 149

Multi-Agent Robotics Simulator

Open-source framework to make AI agents' team collaboration as effective as human collaboration.

Chocolate Factory ⭐ 140

Chocolate Factory is a cutting-edge LLM toolkit designed to empower you in creating your very own AI assistant.Chocolate Factory 是一款开源的 LLM 应用开发框架，旨在帮助您轻松打造强大的软件开发 SDLC + LLM 生成助手。无论您是需要生成前端页面、后端 API、SQL 图表，还是测试用例数据，Chocolate Factory 都能满足您的需求。

Novastelo ⭐ 123

Block-style programming environment for multi agent system, based on MIT Scratch.

Timechamber ⭐ 121

A Massively Parallel Large Scale Self-Play Framework

Deepmind_mas_enviroment ⭐ 115

some Multiagent enviroment in 《Multi-agent Reinforcement Learning in Sequential Social Dilemmas》 and 《Value-Decomposition Networks For Cooperative Multi-Agent Learning》

Benchmarl ⭐ 115

A collection of MARL benchmarks based on TorchRL

[AAAI 2023] Official PyTorch implementation of paper "ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency".

Multiagenttorcs ⭐ 113

The multi-agent version of TORCS for developing control algorithms for fully autonomous driving in the cluttered, multi-agent settings of everyday life.

Social Nce ⭐ 108

[ICCV21] Official implementation of the "Social NCE: Contrastive Learning of Socially-aware Motion Representations" in PyTorch.

PGDrive: an open-ended driving simulator with infinite scenes from procedural generation

Multi Commander ⭐ 92

Multi & Single Agent Reinforcement Learning for Traffic Signal Control Problem

[ICRA2023] CoAlign: Robust Collaborative 3D Object Detection in Presence of Pose Errors

Gym Multigrid ⭐ 81

Lightweight multi-agent gridworld Gym environment

MAGNet: Multi-agents control using Graph Neural Networks

A framework to empower quantitative modeling using Large Language Models (LLMs)

Tensorswarm ⭐ 69

TensorSwarm: A framework for reinforcement learning of robot swarms.

Evoplex is a fast, robust and extensible platform for developing agent-based models and multi-agent systems on networks. It's available for Windows, Linux and macOS.

Langchain Springboot ⭐ 68

Using Langchain's ideas to build SpringBoot AI applications | 用langchain的思想，构建SpringBoot AI应用

Official Code for "Non-Probability Sampling Network for Stochastic Human Trajectory Prediction (CVPR 2022)"

Open Autonomy ⭐ 56

A framework for the creation of autonomous agent services.

Eigentrajectory ⭐ 54

Official Code for "EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory Forecasting (ICCV 2023)"

Official Code for "Learning Pedestrian Group Representations for Multi-modal Trajectory Prediction (ECCV 2022)"

Fruit Api ⭐ 50

A Universal Deep Reinforcement Learning Framework

📍🗺️ A Python library for Multi-Agents Planning and Pathfinding (Centralized and Decentralized)

Roy: A lightweight, model-agnostic framework for crafting advanced multi-agent systems using large language models.

Flyingagent ⭐ 45

Mobile Agent that moves on a platform distributed on many machines and recover the mac address of each machine during the deplacement

Db Gpt Plugins ⭐ 42

Multi-Agents & Plugins repo for DB-GPT, Can complete various tasks around databases.

Negotiation Multi-Agent System (A negotiation library designed for situated negotiations within business-like simulations)

Watch_and_help ⭐ 39

Code for the paper Watch-And-Help: A Challenge for Social Perception and Human-AI Collaboration

Aa Sipp M ⭐ 38

Algorithm for prioritized multi-agent path finding (MAPF) in grid-worlds. Moves into arbitrary directions are allowed (each agent is allowed to follow any-angle path on the grid). Timeline is continuous, i.e. action durations are not explicitly discretized into timesteps. Different agents' size and moving speed are supported. Planning is carried out in (x, y, \theta) configuration space, i.e. agents' orientation are taken into account.

MultiAgent Development Kit - version 5

Rl_matrix ⭐ 36

Reinforcement Learning Agents in .NET

A collection of multi-agent reinforcement learning OpenAI gym environments

Operategpt ⭐ 31

🌟 Revolutionize Your Operations with One Sentence Automation: Utilizing large language models and Multi-Agents to generate operational copy, images, and videos with one-line requirements.

Modelrepo ⭐ 29

reproduce some RL or Multi-Agent models

Repopilot ⭐ 28

Repo-Level Coding Assistant that Can Understand Your Whole Codebase

Open Aea ⭐ 27

A framework for open autonomous economic agent (AEA) development - no package vendor is prioritised over other package vendors

Coordinated Multi Agent Imitation Learning ⭐ 27

This is an implementation of the paper "Coordinated Multi Agent Imitation Learning", or the Sloan version "Data-Driven Ghosting using Deep Imitation Learning" using Tensorflow

Robotarium Rendezvous Rssdoa ⭐ 26

This repository contains the Matlab source codes (to use in Robotarium platform) of various rendezvous controllers for consensus control in a multi-agent / multi-robot system.

Collaborative Perception In Autonomous Driving ⭐ 26

(2023 ITSM) Collaborative Perception in Autonomous Driving: Methods, Datasets and Challenges

Comstream ⭐ 24

In this project, we implemented a topic detection system on Twitter. This system reads tweets from a data stream and assigns them to one of the existing clusters or a new one. Each cluster acts as an agent, which makes the proposed approach a multi-agent system. There is also a coordinator, who monitors the whole system and coordinates the agent.

Agent-based modeling in JavaScript in the browser or on the server.

Crowddynamics ⭐ 23

Continuous-time multi-agent crowd simulation engine implemented in Python using Numba and Numpy for performance.

Formation ⭐ 23

ROS package for formation and rendezvous of multi-drone (T-Cyber 2020)

Warehouse_robot_path_planning ⭐ 22

A multi agent path planning solution under a warehouse scenario using Q learning and transfer learning.🤖️

Ai Traineree ⭐ 21

PyTorch agents and tools for (Deep) Reinforcement Learning

CORMAS (COmmon pool Ressources and Multi-Agent Simulations)

Dg Commons ⭐ 20

Driving games common tools

Multi Agent Chatui ⭐ 20

MultiAgent Chat UI

Multi Agent Drl ⭐ 18

Multi-agent deep reinforcement learning research

Multi-Agent Distributed Adaptive Resource Allocation

Deep Reinforcement Learning Algorithm Collection ⭐ 17

Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

Multi Agent Diverse Generative Adversarial Networks ⭐ 17

Easy-to-follow Pytorch tutorial Notebook for Multi-Agent-Diverse-Generative-Adversarial-Network

Autogen Example Scripts ⭐ 17

A simplified setup for users to explore the AutoGen library. Contains example scripts derived from AutoGen notebooks for a hassle-free experience.

M Ta Prioritized Mapd ⭐ 16

Multi-Agent Pickup and Delivery implementation

Pytorch implementation of Multi-Agent Generative Adversarial Imitation Learning

Machine Learning Summer Schools ⭐ 14

Curated materials for different machine learning related summer schools

an implementation of CommNet

Generation of Synthetic Populations Library

Bevy_rl_shooter ⭐ 13

👾Multi-Agent 🎮 FPS Gym Environment with 🏋️ bevy_rl

Flocking Multi Agent ⭐ 13

Python implementation of "Flocking for multi-agent dynamic systems: Algorithms and theory" by Olfati-Saber for multi-agent triangular formation.

Visualdialog Pytorch ⭐ 13

Community Regularization of Visually Grounded Dialog https://arxiv.org/abs/1808.04359

an open-source tool for the multi-agent-based development and testing of local energy market applications

Multi Agent Ddpg Using Pttorch And Ml Agents ⭐ 11

A simple example of how to implement vector based DDPG for MARL tasks using PyTorch and a ML-Agents environment.

Official Code for "Disentangled Multi-Relational Graph Convolutional Network for Pedestrian Trajectory Prediction (AAAI 2021)"

Multiagentpathfinding.jl ⭐ 9

Structures and algorithms for Multi-Agent PathFinding in Julia

Macad Agents ⭐ 8

Agents code for Multi-Agent Connected Autonomous Driving (MACAD) described in the paper presented in the Machine Learning for Autonomous Driving Workshop at NeurIPS 2019:

Implementation for mSAC methods in PyTorch

Social Nce Stgcnn ⭐ 8

[ICCV'21] Official implementation of the "Social NCE: Contrastive Learning of Socially-aware Motion Representations" in PyTorch, for Social-STGCNN on trajectory forecasting.

Rl Multi Agent Car Parking ⭐ 8

Multi-Agent Car Parking using Reinforcement Learning.

Reinforcementlearning.today ⭐ 7

Made for a reading group at the Center for Safe AGI.

1-100 of 115 search results

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