Use Multi-agent Twin Delayed Deep Deterministic Policy Gradient(TD3) algorithm to find reasonable paths for ships
☆66Jan 2, 2023Updated 3 years ago
Alternatives and similar repositories for MATD3
Users that are interested in MATD3 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Use Multi-Agent Deep Deterministic Policy Gradient(DDPG) algorithm to find reasonable paths for ships☆35Oct 27, 2022Updated 3 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
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆725Oct 13, 2022Updated 3 years ago
- Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics…☆94Nov 30, 2020Updated 5 years ago
- Multi Agent SAC and DDPG applied to path finding in a 3-dimensional grid☆15Aug 8, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- This is a repo for my Bachelor's dissertation, a topic about using Reinforcement Learning to solve EV charge Scheduling question.☆29Sep 18, 2023Updated 2 years ago
- Reference code for the paper ""Centroid-Guided Target-Driven Topology Control Method for UAV Ad-Hoc Networks Based on Tiny Deep Reinforce…☆11Oct 21, 2024Updated last year
- Pytorch implementations of the multi-agent reinforcement learning algorithms, including QMIX, VDN, COMA, MADDPG, MATD3, FACMAC and MASoft…☆54Mar 10, 2025Updated last year
- A simple example of how to implement vector based DDPG for MARL tasks using PyTorch and a ML-Agents environment.☆37Dec 23, 2018Updated 7 years ago
- Developed a Multi-Agent DDPG to solve Vehicle Scheduling problem.☆15Feb 12, 2023Updated 3 years ago
- This is the the partial code for my thesis. A COLREGS-compliant multiship collision avoidance based on deep reinforcement learning☆16Dec 4, 2025Updated 4 months ago
- A Distributed Adaptive Route Planning Optimization Algorithm for UAV Swarm☆58Apr 7, 2024Updated 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
- PyTorch implementation of MATD3☆13Apr 3, 2020Updated 6 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- meta-MADDPG (Python implementation)☆19Sep 16, 2018Updated 7 years ago
- Code for Paper "Effective Multi-agent Reinforcement Learning Control with Relative Entropy Regularization".☆13Sep 27, 2023Updated 2 years ago
- Path Planning for the Robots Using Reinforcement Learning☆37Oct 7, 2022Updated 3 years ago
- ☆34Oct 8, 2025Updated 6 months ago
- Clean implementation of Multi-Agent Reinforcement Learning methods (MADDPG, MATD3, MASAC, MAD4PG) in TensorFlow 2.x☆173Oct 24, 2023Updated 2 years ago
- This is a project about deep reinforcement learning autonomous obstacle avoidance algorithm for UAV.☆694Jan 19, 2024Updated 2 years ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆531Jul 21, 2023Updated 2 years ago
- Fully open architecture implementation of modern multi-agent coordination techniques.☆43Mar 15, 2026Updated 3 weeks ago
- ☆13Jun 17, 2022Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- UAV offloading based on QMIX☆17Oct 12, 2023Updated 2 years ago
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆380Apr 8, 2021Updated 5 years ago
- The implementation of LSTM-TD3.☆87Feb 14, 2023Updated 3 years ago
- Curatable database for experimental and theoretical data on solid materials.☆13Sep 21, 2025Updated 6 months ago
- Code for paper "基于多智能体深度强化学习的车联网通信资源分配优化"☆335Aug 22, 2025Updated 7 months ago
- Multi-Objective Evolutionary Path Planning for Cooperative Patrol Between Multi-UAV and Police Car☆18Jul 25, 2023Updated 2 years ago
- ☆20Dec 14, 2022Updated 3 years ago
- Jax and Torch Multi-Agent SAC on PettingZoo API☆100Nov 23, 2024Updated last year
- 基于深度强化学习技术（DRL），提出了结合D3QN算法和多步学习的无人机3D路径优化算法。为进一步优化算法，提出一种三维同步导航和无线电测绘（SNARM）新框架。☆72Apr 13, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆837Oct 23, 2025Updated 5 months ago
- Code for bachelor thesis about Multi-Agent Path Finding☆17Apr 29, 2018Updated 7 years ago
- This repository contains an implementation of a UAV-based task offloading model using the Multi-Agent Deep Deterministic Policy Gradient …☆163Dec 29, 2025Updated 3 months ago
- Multi-Agent Deep Reinforcement Learning for Task Offloading in GDMSs☆98Sep 14, 2023Updated 2 years ago
- ☆19May 7, 2023Updated 2 years ago
- Multi-Agent training using Deep Deterministic Policy Gradient Networks, Solving the Tennis Environment☆11Oct 20, 2018Updated 7 years ago
- ☆24Apr 23, 2021Updated 4 years ago