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.
☆55Mar 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
Sorting:
- Deep reinforcement learning☆50Jan 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 7 months ago
- Multi Agent Reinforcement Learning for Dense Path Planning☆33Nov 21, 2022Updated 3 years ago
- [AAMAS 2024] HiMAP: Learning Heuristics-Informed Policies for Large-Scale Multi-Agent Pathfinding☆13Mar 12, 2024Updated 2 years ago
- Implementation of the G2RL approach in the POGEMA environment☆14Jun 5, 2024Updated last year
- Benchmarking Large Neighborhood Search for Multi-Agent Path Finding☆21Aug 18, 2025Updated 7 months ago
- Master Thesis Project in Computer Engineering at Aarhus University 2024 on "Simulating Multi-agent Path Planning in Complex environments …☆16Oct 12, 2025Updated 5 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…☆28Jun 29, 2023Updated 2 years ago
- 2018 Master's Project: Program to do online 3D reconstruction with pose correction of UAV. High localization and object dimensional accur…☆13Oct 20, 2018Updated 7 years ago
- Adaptation of DQN, DDQN and COMA for multi-agent Gym environments☆11Oct 3, 2023Updated 2 years ago
- Deep Reinforcement Learning based Adaptive Real-time Path Planning for UAV☆358Mar 25, 2022Updated 3 years ago
- A multi-agent version of the Double DQN algorithm, with Foraging Task and Pursuit Game test scenarios☆13Apr 24, 2017Updated 8 years ago
- multi-agent pathfinding via dqn☆16May 19, 2021Updated 4 years ago
- Multi UAV navigation using Deep Reinforcement Learning within a Multi TSP☆12Nov 29, 2024Updated last year
- 用于多机覆盖路径规划流程化算法 Algorithm for Streamlining Multi-Agent Coverage Path Planning☆78Mar 12, 2026Updated last week
- Multi-UAV target round-up based on MADDPG☆260May 22, 2025Updated 9 months ago
- This project provides several RL algorithm to control multi-AGV to find collision-free paths in a robotic and mobile fulfiment system (su…☆103Jun 8, 2023Updated 2 years ago
- Path Planning for the Robots Using Reinforcement Learning☆37Oct 7, 2022Updated 3 years ago
- 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☆535Dec 3, 2025Updated 3 months ago
- ☆49Dec 18, 2024Updated last year
- Tufts Probabilistic Robotics Spring 2020 Final Project☆17May 7, 2020Updated 5 years ago
- Graph Reinforcement Learning approach for Multi-Robot Task Allocation.☆39Jun 13, 2023Updated 2 years ago
- ☆21Aug 16, 2024Updated last year
- Multi-UAV Adaptive Path Planning Using Deep Reinforcement Learning☆180Apr 17, 2023Updated 2 years ago
- 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☆108Oct 25, 2021Updated 4 years ago
- [IROS 2024] EPH: Ensembling Prioritized Hybrid Policies for Multi-agent Pathfinding☆57Oct 8, 2024Updated last year
- Soft-QMIX: Integrating Maximum Entropy For Monotonic Value Function Factorization☆15Jul 3, 2024Updated last year
- Deep learning model powered by Graph Neural Networks and Reinforcement Learning for multi-robot path planning at @Inria☆66Mar 6, 2024Updated 2 years ago
- Path Planning of UAVs Using ACO☆14Mar 14, 2022Updated 4 years ago
- Multi-UAV Pursuit-Evasion with Online Planning in Unknown Environments by Deep Reinforcement Learning☆156May 15, 2025Updated 10 months ago
- This is the official repository for the paper "Learning Multi-Pursuit Evasion for Safe Targeted Navigation of Drones".☆45Feb 21, 2024Updated 2 years ago
- 基于MADRL的多无人机路径规划开源仿真项目☆19Jun 19, 2024Updated last year
- Multi-Agent Reinforcement Learning for Path Planning☆15Jan 8, 2022Updated 4 years ago
- Deep Reinforcement Learning for mobile robot navigation in IR-SIM simulation. Using DRL (SAC, TD3, PPO, DDPG) neural networks, a robot le…☆298Jan 28, 2026Updated last month
- ☆35Jun 16, 2023Updated 2 years ago
- Multi-agent RL algorithms are applied to large-scale cooperative target searching mission☆43Feb 23, 2023Updated 3 years ago
- ColorDynamic: Generalizable, Scalable, Real-time, End-to-end Local Planner for Unstructured and Dynamic Environments☆44Feb 28, 2025Updated last year