PyTorch implementations of MADDPG, MAPPO (coming)
☆208Mar 6, 2024Updated 2 years ago
Alternatives and similar repositories for Multi-Agent-Reinforcement-Learning
Users that are interested in Multi-Agent-Reinforcement-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Multi-UAV target round-up based on MADDPG☆276May 22, 2025Updated last year
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆741Oct 13, 2022Updated 3 years ago
- A pursuit-evasion scenario with multiple hunters and targets based on MATD3☆50Mar 21, 2026Updated 5 months ago
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆381Apr 8, 2021Updated 5 years ago
- Simple and efficient implementation of DQN DDPG TD3 SAC PPO MADDPG MATD3 MASAC MAAC IPPO MAPPO HAPPO MAT MORL☆170Mar 28, 2026Updated 5 months 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.
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆879May 12, 2026Updated 3 months ago
- Multi/Single UAV(unmanned aerial vehicle) path planning based on deep reinforcement learning☆742Aug 27, 2025Updated last year
- implementation of MADDPG using PettingZoo and PyTorch☆170Nov 1, 2023Updated 2 years ago
- A Distributed Adaptive Route Planning Optimization Algorithm for UAV Swarm☆61Apr 7, 2024Updated 2 years ago
- Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-C…☆683Jul 16, 2022Updated 4 years ago
- 基于 MAPPO (Multi-Agent Proximal Policy Optimization) 深度强化学习的多无人机协同覆盖路径规划与动态避障算法☆31Mar 25, 2026Updated 5 months ago
- Multi-Objective Evolutionary Path Planning for Cooperative Patrol Between Multi-UAV and Police Car☆18Jul 25, 2023Updated 3 years ago
- This is the official implementation of Multi-Agent PPO (MAPPO).☆2,087Jul 18, 2024Updated 2 years ago
- Multi-UAV Adaptive Path Planning Using Deep Reinforcement Learning☆203Apr 17, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- PyTorch implementation of the intrinsic curiosity module (ICM) and A3C a;lgorithm☆22Oct 4, 2021Updated 4 years ago
- Software codes for running the Game-theoretic Utility Tree (GUT) algorithm for the multi-robot Pursuit-Evasion problem in the Robotarium'…☆26Jul 14, 2022Updated 4 years ago
- Multi-UAV Pursuit-Evasion with Online Planning in Unknown Environments by Deep Reinforcement Learning☆198May 15, 2025Updated last year
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆545Jul 21, 2023Updated 3 years 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"☆343Jul 22, 2026Updated last month
- ☆12Oct 24, 2024Updated last year
- Implementation of Deep Deterministic Policy Gradient (DDPG) with Prioritized Experience Replay (PER)☆54Apr 29, 2026Updated 4 months ago
- PyTorch Implementation of MADDPG (Lowe et. al. 2017)☆690Nov 26, 2019Updated 6 years ago
- Lightweight multi-agent PPO for IEEE field.☆15Mar 23, 2022Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library☆1,081Updated this week
- 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 3 years ago
- Jax and Torch Multi-Agent SAC on PettingZoo API☆101Nov 23, 2024Updated last year
- created an environment of 10*10 grid and 4 UAVs to carry out coverage path planning cooperatively☆109Oct 25, 2021Updated 4 years ago
- IQL, QMIX, VDN, COMA, QTRAN (QTRAN-Base and QTRAN-Alt), MAVEN, CommNet, DYMA-Cl, G2ANet, and MADDPG☆19Dec 6, 2021Updated 4 years ago
- Pytorch implementations of the multi-agent reinforcement learning algorithms, including QMIX, VDN, COMA, MADDPG, MATD3, FACMAC and MASoft…☆56Mar 10, 2025Updated last year
- The Python implementation of the proposed framework in the paper Evolutionary Multi-Objective Deep Reinforcement Learning for Autonomous …☆33Aug 31, 2023Updated 3 years ago
- 采用DDQN算法进行二维网格无人机的数据收集DH（多智能体）和区域覆盖CPP（单智能体）的算法，深度学习框架采用pytorch☆54May 26, 2025Updated last year
- Multi-agent Deep Reinforcement Learning for Efficient Computation Offloading in Mobile Edge Computing☆14Jun 7, 2023Updated 3 years 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.
- An OpenaAIGym-based framework allowing to test hybrid approaches (RL + path planning) for multi-UAV systems that are supposed to provide …☆149Dec 19, 2023Updated 2 years ago
- ☆23Apr 23, 2021Updated 5 years ago
- Codes written to aid finding missing person in Search and Rescue Scenarios. The program takes x,y,z inputs from Digital Elevation Model (…☆13Sep 21, 2020Updated 5 years ago
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆235Apr 17, 2024Updated 2 years ago
- Official implementation of HARL algorithms based on PyTorch.☆944Apr 27, 2025Updated last year
- HAPS-UAV-Enabled Heterogeneous Networks: A Deep Reinforcement Learning Approach☆16Jul 13, 2023Updated 3 years ago
- Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation.☆13Feb 25, 2025Updated last year