multi-agent-systems

There are 46 repositories under multi-agent-systems topic.

camel
camel-ai / camel
🐫 CAMEL: Communicative Agents for “Mind” Exploration of Large Language Model Society (NeruIPS'2023) https://www.camel-ai.org
ai-societies artificial-intelligence deep-learning large-language-models multi-agent-systems natural-language-processing communicative-ai cooperative-ai agent
Language:Python 4516
langroid
langroid / langroid
Harness LLMs with Multi-Agent Programming
agents chatgpt gpt gpt-4 gpt4 language-model llm llm-agent multi-agent-systems openai-api ai llm-framework llama local-llm function-calling information-retrieval question-answering rag retrieval-augmented-generation
Language:Python 1680
atb033 / multi_agent_path_planning
Python implementation of a bunch of multi-robot path-planning algorithms.
velocity-obstacles multi-agent-path-finding multi-agent-systems path-planning multi-robot
Language:Python 997
fetchai / uAgents
A fast and lightweight framework for creating decentralized agents with ease.
agents ai ai-agents llm multi-agent-systems
Language:Python 717
instadeepai / Mava
🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX
research multi-agent-reinforcement-learning multi-agent-systems multiagent marl reinforcement-learning jax
Language:Python 650
DerrickXuNu / OpenCOOD
[ICRA 2022] An opensource framework for cooperative detection. Official implementation for OPV2V.
autonomous-driving multi-agent-perception multi-agent-systems simulations collaborative-perception computer-vision deep-learning pytorch
Language:Python 606
minqi / learning-to-communicate-pytorch
Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch
rl reinforcement-learning deep-reinforcement-learning multi-agent-reinforcement-learning multi-agent-systems drl deep-learning deepmind emergent-behavior recurrent-neural-networks dqn drqn
Language:Python 339
star2dust / paper-simulation
Let's reproduce paper simulations of multi-robot systems, formation control, distributed optimization and cooperative manipulation.
paper-simulations matlab robotics cooperative-manipulation multi-agent-systems formation-control optimization-algorithms multi-robot-cooperation
Language:MATLAB 300
liuruoze / mini-AlphaStar
(JAIR'2022) A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI proposed by DeepMind to play StarCraft II. JAIR = Journal of Artificial Intelligence Research.
mini-alphastar supervised-learning reinforcement-learning starcraft2 deep-learning pytorch self-playing-bot multi-agent-systems gaming imitation-learning starcraft2-ai starcraft-ii-bot sc2replay deep-reinforcement-learning deep-neural-networks
Language:Python 291
zhaohaojie1998 / Grey-Wolf-Optimizer-for-Path-Planning
灰狼优化算法(GWO)路径规划/轨迹规划/轨迹优化、多智能体/多无人机航迹规划
grey-wolf-optimizer gwo path-planning trajectory-optimization uav multi-agent-systems
Language:MATLAB 280
zeta
kyegomez / zeta
Build high-performance AI models with modular building blocks
artificial-intelligence multi-modal transformers deep-learning gpt4 llama2 multi-agent-systems multi-modal-learning multi-platform pytorch speech-recognition transformer longnet
Language:Python 266
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 260
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 252
DmitryRyumin / AAAI-2024-Papers
AAAI 2024 Papers: Explore a comprehensive collection of innovative research papers presented at one of the premier artificial intelligence conferences. Seamlessly integrate code implementations for better understanding. ⭐ experience the forefront of progress in artificial intelligence with this repository!
aaai aaai2024 artificial-intelligence computer-vision deep-learning expert-systems human-computer-interaction knowledge-representation machine-learning multi-agent-systems neural-networks reinforcement-learning sentiment-analysis application-domains computer-vison cognitive-systems
Language:Python 200
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
ArnaudFickinger / gym-multigrid
Lightweight multi-agent gridworld Gym environment
gridworld gridworld-environment gym gym-environment multi-agent multi-agent-reinforcement-learning multi-agent-systems multiagent-reinforcement-learning multiagent-systems multiplayer-game
Language:Python 183
cunicu
cunicu / cunicu
A zeroconf peer-to-peer mesh VPN using Wireguard® and Interactive Connectivity Establishment (ICE)
wireguard vpn ice golang go mesh nat-traversal vpn-manager wireguard-vpn edge-cloud iot multi-agent-systems networking
Language:Go 146
douthwja01 / OpenMAS
OpenMAS is an open source multi-agent simulator based in Matlab for the simulation of decentralized intelligent systems defined by arbitrary behaviours and dynamics.
control-systems drone intelligent-systems modeling multi-agent-modeling multi-agent-systems robotics robotics-simulation simulation-environment
Language:MATLAB 120
saisrivatsan / deep-opt-auctions
Implementation of Optimal Auctions through Deep Learning
deep-learning auctions mechanism-design machine-learning economics-and-computation economics multi-agent-systems
Language:Jupyter Notebook 103
sw5park / LUISE
LUI: Autonomous Collective Decision Making via Large Language Models
gpt machine-learning pinecone multi-agent-systems large-language-models
Language:Python 103
NREL / PowerGridworld
PowerGridworld provides users with a lightweight, modular, and customizable framework for creating power-systems-focused, multi-agent Gym environments that readily integrate with existing training frameworks for reinforcement learning (RL). https://arxiv.org/abs/2111.05969
reinforcement-learning power-systems multi-agent-systems
Language:Python 92
aartikis / RTEC
RTEC is an Event Calculus implementation optimised for stream reasoning
logic-programming data-stream-processing artificial-intelligence data-science complex-event-processing multi-agent-systems stream-reasoning stream-processing cep event-calculus prolog complex-event-recognition
Language:Prolog 79
Allenpandas / Tutorial4RL
Tutorial4RL: Tutorial for Reinforcement Learning. 强化学习入门教程.
a3c ddpg deep-reinforcement-learning dqn multi-agent-systems policy-gradient qlearning reinforcement-learning sarsa tutorial reinforcementlearning-tutorial rl-tutorial inverse-reinforcement-learning multi-agent-reinforcement-learning
73
valory-xyz / open-autonomy
A framework for the creation of autonomous agent services.
aea autonomy open-aea open-autonomy autonomous-economic-agents agent-framework multi-agent-systems cryptocurrencies cryptocurrency multi-agent agent-services decentralized decentralized-network
Language:Python 70
chen0040 / js-simulator
General-purpose discrete-event multiagent simulation library for agent-based modelling and simulation
discrete-event-simulation agent-based-modeling simulation simulation-framework abms agent-based-simulation agent-based-framework flocking-algorithm game-of-life multiagent-systems multi-agent-systems
Language:JavaScript 65
fetchai / docs
This repo contains documentation for public Fetch.ai products.
ledger decentralized-network autonomous-agents aea autonomous-economic-agents agents multi-agent-systems
Language:Makefile 57
UPatras-ANeMoS / UAV_coverage
Simulation for planar area coverage by a swarm of UAVs
simulation uav distributed-systems multi-agent-systems
Language:MATLAB 57
valory-xyz / open-aea
A framework for open autonomous economic agent (AEA) development - no package vendor is prioritised over other package vendors
agent autonomous-agents multi-agent-systems agent-framework autonomous-economic-agents aea open-aea cryptocurrencies cryptocurrency decentralized multi-agent
Language:Python 57
erohkohl / mlsolver
Modelling of multi-agent-system as Kripke structure and implementation of its knowledge-base with modal logic formulas.
artificial-intelligence knowledge-based-systems kripke-structure modal-logic multi-agent-systems multi-modal-logic tableau-calculus
Language:Python 53
livey / scalable_maddpg
scalable multi agents reinforcement learning
reinforcement-learning tensorflow multi-agent-systems deep-deterministic-policy-gradient scalable
Language:Python 53
GT-RIPL / MultiAgentPerception
Official source code to CVPR'20 paper, "When2com: Multi-Agent Perception via Communication Graph Grouping"
cvpr2020 deep-learning multi-agent-systems multi-view semantic-segmentation
Language:Python 51
instadeepai / marl-eval
A tool for aggregating and plotting MARL experiment data.
benchmarking evaluation experiment marl multi-agent-reinforcement-learning multi-agent-systems reinforcement-learning research
Language:Python 47
BLayman / Artificial-Life-Simulator
An ecologically inspired multi-agent system. Agents are designed with neural network based decision making, and complex resource requirements.
artificial-life evolutionary-algorithms multi-agent-systems multi-agent-simulation neural-networks simulation ecological-simulations ecological-modelling artificial-intelligence genetic-algorithm ecology open-source gplv3
Language:C# 46
star2dust / Robotics-Toolbox
Robotics Toolbox Extension：matlab scripts for cooperative control and manipulation based on Peter Corke's robotics toolbox. Also fix some bugs of RTB 10.3.1.
robotics-toolbox matlab corke planning mobile-robots multi-agent-systems
Language:MATLAB 45
jonathanmli / Avalon-LLM
This repository contains a LLM benchmark for the social deduction game `Resistance Avalon'
decision-making games llm machine-learning multi-agent-systems social-deduction-game
Language:Python 42
CarsonScott / Knowledge-Discovery-Agents
A Goal-Oriented Approach to Knowledge Discovery in Multi-Agent Systems
knowledge-discovery multi-agent-systems agent-based-modeling message-passing distributed-systems machine-learning artificial-intelligence
40

multi-agent-systems

camel-ai / camel

langroid / langroid

atb033 / multi_agent_path_planning

fetchai / uAgents

instadeepai / Mava

DerrickXuNu / OpenCOOD

minqi / learning-to-communicate-pytorch

star2dust / paper-simulation

liuruoze / mini-AlphaStar

zhaohaojie1998 / Grey-Wolf-Optimizer-for-Path-Planning

kyegomez / zeta

proroklab / VectorizedMultiAgentSimulator

semitable / robotic-warehouse

DmitryRyumin / AAAI-2024-Papers

fetchai / agents-aea

ArnaudFickinger / gym-multigrid

cunicu / cunicu

douthwja01 / OpenMAS

saisrivatsan / deep-opt-auctions

sw5park / LUISE

NREL / PowerGridworld

aartikis / RTEC

Allenpandas / Tutorial4RL

valory-xyz / open-autonomy

chen0040 / js-simulator

fetchai / docs

UPatras-ANeMoS / UAV_coverage

valory-xyz / open-aea

erohkohl / mlsolver

livey / scalable_maddpg

GT-RIPL / MultiAgentPerception

instadeepai / marl-eval

BLayman / Artificial-Life-Simulator

star2dust / Robotics-Toolbox

jonathanmli / Avalon-LLM

CarsonScott / Knowledge-Discovery-Agents