Pytorch implementations of the multi-agent reinforcement learning algorithms, including QMIX, VDN, COMA, MADDPG, MATD3, FACMAC and MASoftQ for path planning of swarm of mobile robots.
☆56Mar 10, 2025Updated last year
Alternatives and similar repositories for Multi_Agent_Path_Finding
Users that are interested in Multi_Agent_Path_Finding are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep reinforcement learning☆51Jan 21, 2022Updated 4 years ago
- This is the official code for our paper entitled "Dynamic Deep Factor Graph for Multi-Agent Reinforcement Learning".☆10Aug 19, 2025Updated 9 months ago
- [AAMAS 2024] HiMAP: Learning Heuristics-Informed Policies for Large-Scale Multi-Agent Pathfinding☆14Mar 12, 2024Updated 2 years ago
- Multi Agent Reinforcement Learning for Dense Path Planning☆33Nov 21, 2022Updated 3 years ago
- Implementation of the G2RL approach in the POGEMA environment☆15Jun 5, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Benchmarking Large Neighborhood Search for Multi-Agent Path Finding☆21Aug 18, 2025Updated 9 months ago
- Master Thesis Project in Computer Engineering at Aarhus University 2024 on "Simulating Multi-agent Path Planning in Complex environments …☆18Oct 12, 2025Updated 7 months ago
- In this study, a multi agent chase-escape problem using Deep Q learning. Actors of the problem are smart evader and smart pursuers with o…☆29Jun 29, 2023Updated 2 years ago
- Adaptation of DQN, DDQN and COMA for multi-agent Gym environments☆10Oct 3, 2023Updated 2 years ago
- Deep Reinforcement Learning based Adaptive Real-time Path Planning for UAV☆362Mar 25, 2022Updated 4 years ago
- A multi-agent version of the Double DQN algorithm, with Foraging Task and Pursuit Game test scenarios☆12Apr 24, 2017Updated 9 years ago
- multi-agent pathfinding via dqn☆16May 19, 2021Updated 5 years ago
- Multi UAV navigation using Deep Reinforcement Learning within a Multi TSP☆11Nov 29, 2024Updated last year
- An efficient multi-robot task and path planning (MRTPP) method.☆40Mar 2, 2026Updated 3 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 用于多机覆盖路径规划流程化算法 Algorithm for Streamlining Multi-Agent Coverage Path Planning☆82Mar 12, 2026Updated 2 months ago
- Path Planning for the Robots Using Reinforcement Learning☆39Oct 7, 2022Updated 3 years ago
- This project provides several RL algorithm to control multi-AGV to find collision-free paths in a robotic and mobile fulfiment system (su…☆108Jun 8, 2023Updated 3 years ago
- ☆51Dec 18, 2024Updated last year
- 深度强化学习路径规划, SAC路径规划, Soft Actor-Critic算法, SAC-pytorch,激光雷达Lidar避障,激光雷达仿真,Adaptive-SAC☆575Dec 3, 2025Updated 6 months ago
- Tufts Probabilistic Robotics Spring 2020 Final Project☆17May 7, 2020Updated 6 years ago
- Use Multi-agent Twin Delayed Deep Deterministic Policy Gradient(TD3) algorithm to find reasonable paths for ships☆67Jan 2, 2023Updated 3 years ago
- Multi/Single UAV(unmanned aerial vehicle) path planning based on deep reinforcement learning☆727Aug 27, 2025Updated 9 months ago
- Multi-UAV Adaptive Path Planning Using Deep Reinforcement Learning☆193Apr 17, 2023Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- The python code is provided for distribution-auction algorithm with connected networks and federal topology networks.☆12Dec 6, 2023Updated 2 years ago
- This is a MADDPG algorithm to be used on particle environment styles. I use it to test my own scenarios for underwater target localizatio…☆18Jun 23, 2021Updated 4 years ago
- created an environment of 10*10 grid and 4 UAVs to carry out coverage path planning cooperatively☆109Oct 25, 2021Updated 4 years ago
- Multi-UAV Pursuit-Evasion with Online Planning in Unknown Environments by Deep Reinforcement Learning☆188May 15, 2025Updated last year
- This is the official repository for the paper "Learning Multi-Pursuit Evasion for Safe Targeted Navigation of Drones".☆51Feb 21, 2024Updated 2 years ago
- 基于MADRL的多无人机路径规划开源仿真项目☆20Jun 19, 2024Updated last year
- Multi-Agent Reinforcement Learning for Path Planning☆15Jan 8, 2022Updated 4 years ago
- ☆35Jun 16, 2023Updated 2 years ago
- ColorDynamic: Generalizable, Scalable, Real-time, End-to-end Local Planner for Unstructured and Dynamic Environments☆47Feb 28, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Multi-agent RL algorithms are applied to large-scale cooperative target searching mission☆42Feb 23, 2023Updated 3 years ago
- Deep Reinforcement Learning for mobile robot navigation in IR-SIM simulation. Using DRL (SAC, TD3, PPO, DDPG) neural networks, a robot le…☆315Mar 30, 2026Updated 2 months ago
- MAPPO-PIS:MAPPO with Prior Intent Sharing☆15Aug 7, 2024Updated last year
- Multi-Objective Evolutionary Path Planning for Cooperative Patrol Between Multi-UAV and Police Car☆18Jul 25, 2023Updated 2 years ago
- Path Planning of UAVs Using ACO☆15Mar 14, 2022Updated 4 years ago
- ☆13Mar 25, 2025Updated last year
- This repository provides a cooperative path-planning program based on multi-Dubins path segments to meet the penetration requirements of …☆58Sep 23, 2024Updated last year