Use Multi-agent Twin Delayed Deep Deterministic Policy Gradient(TD3) algorithm to find reasonable paths for ships
☆69Jan 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.☆739Oct 13, 2022Updated 3 years ago
- Multi Agent SAC and DDPG applied to path finding in a 3-dimensional grid☆15Aug 8, 2021Updated 4 years ago
- This is a repo for my Bachelor's dissertation, a topic about using Reinforcement Learning to solve EV charge Scheduling question.☆30Sep 18, 2023Updated 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.
- Reference code for the paper ""Centroid-Guided Target-Driven Topology Control Method for UAV Ad-Hoc Networks Based on Tiny Deep Reinforce…☆13Oct 21, 2024Updated last year
- Pytorch implementations of the multi-agent reinforcement learning algorithms, including QMIX, VDN, COMA, MADDPG, MATD3, FACMAC and MASoft…☆56Mar 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.☆16Feb 12, 2023Updated 3 years ago
- The PPO algorithm based on the route planning of the ship's path at the sea☆20Jul 5, 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 7 months 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 5 years ago
- meta-MADDPG (Python implementation)☆19Sep 16, 2018Updated 7 years ago
- A Distributed Adaptive Route Planning Optimization Algorithm for UAV Swarm☆61Apr 7, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Path Planning for the Robots Using Reinforcement Learning☆40Oct 7, 2022Updated 3 years ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆547Jul 21, 2023Updated 3 years ago
- Code for Paper "Effective Multi-agent Reinforcement Learning Control with Relative Entropy Regularization".☆13Sep 27, 2023Updated 2 years ago
- ☆13Jun 17, 2022Updated 4 years ago
- UAV offloading based on QMIX☆17Oct 12, 2023Updated 2 years ago
- The implementation of LSTM-TD3.☆87Feb 14, 2023Updated 3 years ago
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆381Apr 8, 2021Updated 5 years ago
- Curatable database for experimental and theoretical data on solid materials.☆13Sep 21, 2025Updated 10 months ago
- Fully open architecture implementation of modern multi-agent swarming techniques.☆45May 28, 2026Updated last month
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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"☆344Jun 17, 2026Updated last month
- Multi-UAV target round-up based on MADDPG☆276May 22, 2025Updated last year
- This is a project about deep reinforcement learning autonomous obstacle avoidance algorithm for UAV.☆724Jan 19, 2024Updated 2 years ago
- ☆20Dec 14, 2022Updated 3 years ago
- Multi-Objective Evolutionary Path Planning for Cooperative Patrol Between Multi-UAV and Police Car☆18Jul 25, 2023Updated 2 years ago
- Jax and Torch Multi-Agent SAC on PettingZoo API☆102Nov 23, 2024Updated last year
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆876May 12, 2026Updated 2 months ago
- 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。☆73Apr 13, 2023Updated 3 years ago
- This repository contains an implementation of a UAV-based task offloading model using the Multi-Agent Deep Deterministic Policy Gradient …☆166Dec 29, 2025Updated 6 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.
- Code for bachelor thesis about Multi-Agent Path Finding☆17Apr 29, 2018Updated 8 years ago
- Velocity Obstacle for Polytopic Collision Avoidance for Distributed Multi-Robot Systems (RA-L 2023)☆20Jul 20, 2025Updated last year
- The state-of-the-art in multi-agent Reinforcement Learning is the MADDPG algorithm which utilises DDPG actor-critic neural networks where…☆30Nov 18, 2019Updated 6 years ago
- ☆20May 7, 2023Updated 3 years ago
- Multi-Agent training using Deep Deterministic Policy Gradient Networks, Solving the Tennis Environment☆11Oct 20, 2018Updated 7 years ago
- ☆23Apr 23, 2021Updated 5 years ago
- Multi-Agent Deep Reinforcement Learning for Task Offloading in GDMSs☆99Sep 14, 2023Updated 2 years ago