Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.
☆80Mar 25, 2022Updated 4 years ago
Alternatives and similar repositories for multi-agent-PPO-on-SMAC
Users that are interested in multi-agent-PPO-on-SMAC 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-agent PPO with noise (97% win rates on Hard scenarios of SMAC)☆76Jun 9, 2023Updated 3 years ago
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆744Oct 13, 2022Updated 4 years ago
- Lightweight multi-agent PPO for IEEE field.☆15Mar 23, 2022Updated 4 years ago
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆240Apr 17, 2024Updated 2 years ago
- This is the official implementation of Multi-Agent PPO (MAPPO).☆2,126Jul 18, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆884May 12, 2026Updated 5 months ago
- Simple and efficient implementation of DQN DDPG TD3 SAC PPO MADDPG MATD3 MASAC MAAC IPPO MAPPO HAPPO MAT MORL☆171Mar 28, 2026Updated 7 months ago
- Code accompanying paper "Coordinated Proximal Policy Optimization"☆10Mar 26, 2022Updated 4 years ago
- Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.☆1,491Mar 29, 2023Updated 3 years ago
- [NeurIPS 2021] CDS achieves remarkable success in challenging benchmarks SMAC and GRF by balancing sharing and diversity.☆88Apr 3, 2023Updated 3 years ago
- Related papers for offline reforcement learning (we mainly focus on representation and sequence modeling and conventional offline RL)☆19Apr 21, 2022Updated 4 years ago
- MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT..…☆176Apr 19, 2024Updated 2 years ago
- SMAC: The StarCraft Multi-Agent Challenge☆1,373Feb 18, 2024Updated 2 years ago
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,765Sep 8, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This is the official implementation of "Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Le…☆39Apr 27, 2022Updated 4 years ago
- PyTorch implements multi-agent reinforcement learning algorithms, including QMIX, Independent PPO, Centralized PPO, Grid Wise Control, Gr…☆253Oct 23, 2023Updated 3 years ago
- Adaptive Traffic Signal Control of Autonomous Vehicles using Multi-Agent Reinforcement Learning techniques and SUMO tool for vehicular si…☆39Jul 9, 2022Updated 4 years ago
- Multi-Agent Deep Recurrent Q-Learning with Bayesian epsilon-greedy on AirSim simulator☆13Apr 1, 2022Updated 4 years ago
- 🎾 Multi-Agent Proximal Policy Optimization approach to a competitive reinforcement learning problem☆22Sep 25, 2022Updated 4 years ago
- multi agent RL for traffic light control in Sumo using distributed PPO☆145Jun 6, 2023Updated 3 years ago
- Simple verification experiments codes for multi-agent RL using OpenAI MPE environment☆37Jun 22, 2022Updated 4 years ago
- Aiming at the problem of the traffic efficiency of intelligent networked vehicles passing through unsignalized-intersection in the future…☆48Nov 12, 2021Updated 4 years ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆551Jul 21, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆89Jul 22, 2023Updated 3 years ago
- code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"☆11May 2, 2024Updated 2 years ago
- This is an Research project☆18Jan 4, 2025Updated last year
- ☆232Jun 4, 2023Updated 3 years ago
- [AAAI 2023 Oral] Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition☆40Jun 3, 2024Updated 2 years ago
- ☆21Aug 16, 2024Updated 2 years ago
- Python Multi-Agent Reinforcement Learning framework☆2,224Dec 8, 2022Updated 3 years ago
- Implementation code for GraphMIX: Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning☆36Feb 13, 2021Updated 5 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
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [TPAMI, 2023] Fear-Neuro-Inspired Reinforcement Learning for Safe Autonomous Driving☆56Dec 25, 2024Updated last year
- codes for paper 《Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions》☆14Apr 3, 2022Updated 4 years ago
- Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)☆710May 18, 2024Updated 2 years ago
- Research Project on Multi-robot Target Tracking via Deep Reinforcement Learning☆21Dec 17, 2020Updated 5 years ago
- Code for "ALMA: Hierarchical Learning for Composite Multi-Agent Tasks" NeurIPS 2022☆34Sep 25, 2022Updated 4 years ago
- Accepted by AROB 2021. A car-agent navigates in complex traffic conditions by Mixed_Input_PPO_CNN_LSTM model.☆15May 22, 2021Updated 5 years ago
- Codes accompanying the paper "Learning Nearly Decomposable Value Functions with Communication Minimization" (ICLR 2020)☆89Dec 8, 2022Updated 3 years ago