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Search results for python multi agent

42 search results found

Open_spiel ⭐ 4,328

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.

On Policy ⭐ 990

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

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

🦁 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.

Virtualhome ⭐ 311

API to run VirtualHome, a Multi-Agent Household Simulator

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

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.

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

Multi Commander ⭐ 92

Multi & Single Agent Reinforcement Learning for Traffic Signal Control Problem

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

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

Modelrepo ⭐ 29

reproduce some RL or Multi-Agent models

Repopilot ⭐ 28

Repo-Level Coding Assistant that Can Understand Your Whole Codebase

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

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

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)"

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:

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.

Implementation for mSAC methods in PyTorch

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

Graphtern ⭐ 6

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

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

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.

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.

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.

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