Clean implementation of Multi-Agent Reinforcement Learning methods (MADDPG, MATD3, MASAC, MAD4PG) in TensorFlow 2.x
☆172Oct 24, 2023Updated 2 years ago
Alternatives and similar repositories for tf2multiagentrl
Users that are interested in tf2multiagentrl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- Jax and Torch Multi-Agent SAC on PettingZoo API☆100Nov 23, 2024Updated last year
- Multi Agent adaptation of Soft Actor Critic Reinforcement Learning Algorithm☆22Dec 24, 2018Updated 7 years ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆529Jul 21, 2023Updated 2 years ago
- PyTorch implementation of MATD3☆13Apr 3, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆794May 29, 2022Updated 3 years ago
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆723Oct 13, 2022Updated 3 years ago
- Simple verification experiments codes for multi-agent RL using OpenAI MPE environment☆34Jun 22, 2022Updated 3 years ago
- Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆2,741Apr 9, 2024Updated last year
- Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-C…☆679Jul 16, 2022Updated 3 years ago
- Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆1,952Apr 1, 2024Updated last year
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆381Apr 8, 2021Updated 4 years ago
- Use Multi-agent Twin Delayed Deep Deterministic Policy Gradient(TD3) algorithm to find reasonable paths for ships☆66Jan 2, 2023Updated 3 years ago
- ☆14Jul 27, 2022Updated 3 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Using DDPG agent to control UAV system with energy efficiency☆16Jan 7, 2023Updated 3 years ago
- PyTorch Implementation of MADDPG (Lowe et. al. 2017)☆684Nov 26, 2019Updated 6 years ago
- ☆111Oct 25, 2021Updated 4 years ago
- This is the official implementation of Multi-Agent PPO (MAPPO).☆1,919Jul 18, 2024Updated last year
- User allocation in Mobile Edge Computing Environment using Reinforcement Learning☆33Sep 16, 2022Updated 3 years ago
- A Pytorch Implementation of Multi Agent Soft Actor Critic☆43Jan 29, 2019Updated 7 years ago
- UAV-based MEC to maximize user throughput via reinforcement learning☆110Dec 18, 2018Updated 7 years ago
- Implementation for mSAC methods in PyTorch☆41Oct 10, 2021Updated 4 years ago
- ICML 2019 RL for Real Life Workshop: Recurrent MADDPG for Partially Observable and Limited Communication Settings☆50Dec 17, 2019Updated 6 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Implementation of centralized training, centralized execution of Soft Actor-Critic (SAC) on a Tennis multiagent Unity environment.☆42Mar 31, 2021Updated 4 years ago
- ☆19May 7, 2023Updated 2 years ago
- ☆39Sep 10, 2022Updated 3 years ago
- Code of Paper "Cooperative Sensing and Uploading for Quality-Cost Tradeoff of Digital Twins in VEC", IEEE TCE, 2024.☆12Jul 10, 2023Updated 2 years ago
- Simple and efficient implementation of DQN DDPG TD3 SAC PPO MADDPG MATD3 MASAC MAAC IPPO MAPPO HAPPO MAT MORL☆158Dec 17, 2025Updated 3 months ago
- Cooperation and Fairness in Multi-Agent Reinforcement Learning☆16Aug 6, 2025Updated 7 months ago
- Deep Reinforcement Learning by using an on-policy adaptation of Maximum a Posteriori Policy Optimization (MPO)☆16Oct 23, 2021Updated 4 years ago
- Distributed Multi-Agent Cooperation Algorithm based on MADDPG with prioritized batch data.☆107Dec 6, 2020Updated 5 years ago
- Multi-task Multi-agent Soft Actor Critic for SMAC☆15Jan 18, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- My reproduction of various reinforcement learning algorithms (DQN variants, A3C, DPPO, RND with PPO) in Tensorflow.☆37Mar 24, 2023Updated 3 years ago
- Using N-step dueling DDQN with PER for playing Pacman game☆22Oct 27, 2019Updated 6 years ago
- ☆36Dec 11, 2022Updated 3 years ago
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,730Sep 8, 2022Updated 3 years ago
- ☆35Aug 17, 2022Updated 3 years ago
- Reinforcement Learning Practice for Multi and Single-Agent Autonomous vehicle☆13Dec 11, 2020Updated 5 years ago
- Trajectory Optimization and Computing Offloading Strategy in UAV-Assisted MEC System☆190Jul 11, 2022Updated 3 years ago