multi-agent

There are 39 repositories under multi-agent topic.

geekan / MetaGPT
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
agent gpt hacktoberfest llm metagpt multi-agent
Language:Python 39923
rlcard
datamllab / rlcard
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
reinforcement-learning deep-reinforcement-learning game-ai poker card-game poker-game openai-gym gym-environment card-games blackjack texas uno mahjong game-bot doudizhu multi-agent game ai
Language:Python 2724
casibase / casibase
⚡️Open-source AI LangChain-like RAG (Retrieval-Augmented Generation) knowledge database with web UI and Enterprise SSO⚡️, supports OpenAI, Azure, LLaMA, Google Gemini, HuggingFace, Claude, Grok, etc., chat bot demo: https://demo.casibase.com, admin UI demo: https://demo-admin.casibase.com
agi ai casibase chatbot chatgpt claude gemini gpt grok huggingface javascript knowledge-base langchain llama llama2 llm multi-agent openai rag react
Language:Go 2207
modelscope / agentscope
Start building LLM-empowered multi-agent applications in an easier way.
agent chatbot distributed-agents gpt-4 gpt-4o large-language-models llama3 llm llm-agent multi-agent multi-modal
Language:Python 2151
geek-ai / MAgent
A Platform for Many-Agent Reinforcement Learning
deep-learning multi-agent reinforcement-learning
Language:Python 1668
Farama-Foundation / chatarena
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 artificial-intelligence chatgpt gpt-4 large-language-models multi-agent multi-agent-reinforcement-learning multi-agent-simulation natural-language-processing python
Language:Python 1236
marlbenchmark / on-policy
This is the official implementation of Multi-Agent PPO (MAPPO).
hanabi mappo smac mpes starcraftii ppo multi-agent algorithms
Language:Python 1146
gym-pybullet-drones
utiasDSL / gym-pybullet-drones
PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control
pybullet crazyflie robotics reinforcement-learning quadrotor control uav quadcopter multi-agent gym gymnasium stable-baselines3 betaflight sitl
Language:Python 1098
codefuse-ai / codefuse-chatbot
An intelligent assistant serving the entire software development lifecycle, powered by a Multi-Agent Framework, working with DevOps Toolkits, Code&Doc Repo RAG, etc.
multi-agent tool-learning aiops code-repo-analysis code-repo-generation devops gpt knowledge-graph rag chatbot langchain
Language:Python 820
maro
microsoft / maro
Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.
reinforcement-learning multi-agent-reinforcement-learning multi-agent simulator resource-optimization operations-research citi-bike inventory-management logistics raas rl-algorithms maro agent docker finance transportation
Language:Python 818
datamllab / awesome-game-ai
Awesome Game AI materials of Multi-Agent Reinforcement Learning
reinforcement-learning game-ai imperfect-information-games awesome multi-agent ai
693
koulanurag / ma-gym
A collection of multi agent environments based on OpenAI gym.
gym multi-agent openai-gym reinforcement-learning environment collaborative
Language:Python 524
AgileRL
AgileRL / AgileRL
Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.
reinforcement-learning deep-reinforcement-learning deep-learning rlops evolutionary-algorithms machine-learning pytorch gym hpo python training mlops hyperparameter-optimization hyperparameter-tuning agilerl multi-agent multi-agent-reinforcement-learning pettingzoo automl distributed
Language:Python 499
ChenglongChen / pytorch-DRL
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
pytorch deep-reinforcement-learning multi-agent deep-q-network actor-critic advantage-actor-critic a2c proximal-policy-optimization ppo deep-deterministic-policy-gradient ddpg acktr rl drl madrl dqn reinforcement-learning
Language:Python 499
mit-acl / mader
Trajectory Planner in Multi-Agent and Dynamic Environments
optimization path-planning trajectory-optimization multi-agent obstacle-avoidance minvo mader planner ros
Language:C++ 456
opendilab / GoBigger
[ICLR 2023] Come & try Decision-Intelligence version of "Agar"! Gobigger could also help you with multi-agent decision intelligence study.
python reinforcement-learning multi-agent environment gym league game rl-environment
Language:Python 435
xavierpuigf / virtualhome
API to run VirtualHome, a Multi-Agent Household Simulator
computer-vision deep-learning graph multi-agent reinforcement-learning simulator unity
Language:Python 394
google-deepmind / concordia
A library for generative social simulation
agent-based-simulation generative-agents multi-agent social-simulation
Language:Python 362
metauto-ai / GPTSwarm
🐝 GPTSwarm: LLM agents as (Optimizable) Graphs
agent ai gpt python reinforcement-learning self-improvement swarm-intelligence multi-agent society-of-mind
Language:Python 360
bark
bark-simulator / bark
Open-Source Framework for Development, Simulation and Benchmarking of Behavior Planning Algorithms for Autonomous Driving
benchmark autonomous-driving research multi-agent self-driving-car bark-simulator bark simulation machine-learning robotics simulator reinforcement-learning deep-reinforcement-learning artificial-intelligence autonomous-vehicles verification
Language:C++ 276
VectorizedMultiAgentSimulator
proroklab / VectorizedMultiAgentSimulator
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.
gym gym-environment marl multi-agent multi-agent-learning multi-agent-reinforcement-learning multi-agent-simulation multi-agent-systems multi-robot multi-robot-framework multi-robot-sim multi-robot-simulator multi-robot-systems pytorch rllib simulator vectorization vectorized robotics simulation
Language:Python 259
semitable / robotic-warehouse
Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment
reinforcement-learning robotics simulation environment multi-agent-systems multi-agent-reinforcement-learning multi-agent
Language:Python 251
libraryofcelsus / Aetherius_AI_Assistant
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.
ai assistant chatbot customizable gpt-4 long-term-memory companion voice-assistant gpt research research-tool webscrape oobabooga qdrant autonomous multi-agent discord gpt-vision agent
Language:Python 235
agents-aea
fetchai / agents-aea
A framework for autonomous economic agent (AEA) development
multi-agent-systems multi-agent aea autonomous-economic-agents agent-framework cryptocurrency cryptocurrencies decentralized decentralized-network fetch-ai autonomous-agents agent autonomous
Language:Python 191
inspirai / TimeChamber
A Massively Parallel Large Scale Self-Play Framework
deep-reinforcement-learning isaac-gym reinforcement-learning self-play multi-agent
Language:Python 185
opendilab / ACE
[AAAI 2023] Official PyTorch implementation of paper "ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency".
gfootball multi-agent multi-agent-reinforcement-learning reinforcement-learning smac
Language:Python 185
ArnaudFickinger / gym-multigrid
Lightweight multi-agent gridworld Gym environment
gym-environment multiplayer-game multiagent-systems multiagent-reinforcement-learning gridworld-environment gym gridworld multi-agent multi-agent-systems multi-agent-reinforcement-learning
Language:Python 183
PathPlanning / Continuous-CBS
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.
cbs conflict-based-search mapf multi-agent pathfinding pathplanning
Language:C++ 174
facebookresearch / BenchMARL
A collection of MARL benchmarks based on TorchRL
benchmark machine-learning marl multi-agent multi-agent-reinforcement-learning pytorch reinforcement-learning rl robotics torch
Language:Python 171
opendilab / Gobigger-Explore
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!
multi-agent reinforcement-learning
Language:Python 171
gtri / scrimmage
Multi-Agent Robotics Simulator
multi-agent robotics simulation
Language:C++ 154
vita-epfl / social-nce
[ICCV21] Official implementation of the "Social NCE: Contrastive Learning of Socially-aware Motion Representations" in PyTorch.
contrastive-learning data-augmentation imitation-learning motion-forecasting multi-agent reinforcement-learning representation-learning
Language:Python 154
abhisheknaik96 / MultiAgentTORCS
The multi-agent version of TORCS for developing control algorithms for fully autonomous driving in the cluttered, multi-agent settings of everyday life.
reinforcement-learning multi-agent self-driving-car autonomous-vehicles torcs
Language:Python 142
hkh1012 / langchain-springboot
Using Langchain's ideas to build SpringBoot AI applications | 用langchain的**，构建SpringBoot AI应用
chatglm2-6b langchain openai openai-java springboot3 vectorstore weaviate agent multi-agent ernie-bot milvus
Language:Java 136
evoplex / evoplex
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.
multi-agent agent graph cross-platform evolutionary-game-theory evolutionary-computation evolutionary-algorithms evolution-simulator monte-carlo-simulation agent-based-simulation agent-based-modeling agent-based-model agent-based cpp biological-simulations evoplex simulation mas abm cellular-automata
Language:C++ 130
pgdrive
decisionforce / pgdrive
PGDrive: an open-ended driving simulator with infinite scenes from procedural generation
autonomous-driving reinforcement-learning machine-learning simulator procedural-generation imitation-learning generalization deep-learning simulation computer-vision panda3d multi-agent
Language:Python 126

multi-agent

geekan / MetaGPT

datamllab / rlcard

casibase / casibase

modelscope / agentscope

geek-ai / MAgent

Farama-Foundation / chatarena

marlbenchmark / on-policy

utiasDSL / gym-pybullet-drones

codefuse-ai / codefuse-chatbot

microsoft / maro

datamllab / awesome-game-ai

koulanurag / ma-gym

AgileRL / AgileRL

ChenglongChen / pytorch-DRL

mit-acl / mader

opendilab / GoBigger

xavierpuigf / virtualhome

google-deepmind / concordia

metauto-ai / GPTSwarm

bark-simulator / bark

proroklab / VectorizedMultiAgentSimulator

semitable / robotic-warehouse

libraryofcelsus / Aetherius_AI_Assistant

fetchai / agents-aea

inspirai / TimeChamber

opendilab / ACE

ArnaudFickinger / gym-multigrid

PathPlanning / Continuous-CBS

facebookresearch / BenchMARL

opendilab / Gobigger-Explore

gtri / scrimmage

vita-epfl / social-nce

abhisheknaik96 / MultiAgentTORCS

hkh1012 / langchain-springboot

evoplex / evoplex

decisionforce / pgdrive