Awesome Open Source

Programming Languages

Search results for python multi agent

52 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

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.

Virtualhome ⭐ 311

API to run VirtualHome, a Multi-Agent Household Simulator

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!

Agents Aea ⭐ 149

A framework for autonomous economic agent (AEA) development

Timechamber ⭐ 121

A Massively Parallel Large Scale Self-Play Framework

Benchmarl ⭐ 115

A collection of MARL benchmarks based on TorchRL

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》

[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

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

Tensorswarm ⭐ 69

TensorSwarm: A framework for reinforcement learning of robot swarms.

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)"

Fruit Api ⭐ 50

A Universal Deep Reinforcement Learning Framework

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

Db Gpt Plugins ⭐ 42

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

Watch_and_help ⭐ 39

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

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

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.

Formation ⭐ 23

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

Ai Traineree ⭐ 21

PyTorch agents and tools for (Deep) Reinforcement Learning

Dg Commons ⭐ 20

Driving games common tools

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

an implementation of CommNet

Pytorch implementation of Multi-Agent Generative Adversarial Imitation Learning

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)"

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.

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:

Graphtern ⭐ 6

Official Code for "A Set of Control Points Conditioned Pedestrian Trajectory Prediction (AAAI 2023)"

Experimenting with meta-learning approaches to opponent modelling in MARL. Building upon previous public implementations of MADDPG and M3DDPG.

Adleap Mas ⭐ 5

The AdLeap-MAS project proposes a new framework for implementing and simulating Ad-hoc reasoning environments. Built 100% in Python using the Open-AI Gym as its basis, we propose a component-based architecture to enable quick implementations to perform multi-agents systems experiments.

Beer Game Env ⭐ 5

Beer Game implemented as an OpenAI gym environment.

Artificial Collective consciousness: A New Way To Study, Learn and Have A Fun!

Aocnr2023 A2cbf ⭐ 5

Using step-by-step tutorial in implementing the technique discussed in the paper titled "Actor-Critic Bilateral Filter for High-Stability Edge-Preserving T2-FLAIR MRI Image Denoising" was presented at the 14th Asian-Oceanian Congress of Neuroradiology held in Singapore in conjunction with SGCR-WIRES.

End To End Driving ⭐ 5

Implementation code for: End-to-end Autonomous Driving with Semantic Depth Cloud Mapping and Multi-agent, IEEE Trans. Intelligent Vehicles, 2022.

Related Searches

Python Machine Learning (20,195)

Python Dataset (14,792)

Python Docker (14,113)

Python Tensorflow (13,736)

Python Deep Learning (13,092)

Python Video Game (10,124)

Python Algorithms (10,033)

Python Plugin (9,318)

Python Natural Language Processing (9,064)

Python Artificial Intelligence (8,580)

1-52 of 52 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.