sanmuyang / multi-agent-PPO-on-SMAC
Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.
☆65Updated 3 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
Sorting:
- pytorch实现的一些MARL算法☆65Updated 4 years ago
- Jax and Torch Multi-Agent SAC on PettingZoo API☆81Updated 5 months ago
- ☆96Updated 3 years ago
- demo of multi-agent reinforcement learning algorithms, such as ATT-MADDPG (Modelling the Dynamic Joint Policy of Teammates with Attention…☆56Updated 3 years ago
- The official code releasement of publications in MARL field of TJU RL lab.☆77Updated 2 years ago
- Multi-agent project (commnet, bicnet, maddpg) in pytorch for Multi-Agent Particle Environment☆116Updated 2 years ago
- Multi-agent PPO with noise (97% win rates on Hard scenarios of SMAC)☆61Updated last year
- IQL, QMIX, VDN, COMA, QTRAN (QTRAN-Base and QTRAN-Alt), MAVEN, CommNet, DYMA-Cl, G2ANet, and MADDPG☆18Updated 3 years ago
- PyTorch implementation of the discrete Soft-Actor-Critic algorithm.☆51Updated 3 years ago
- MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT..…☆130Updated last year
- Simple verification experiments codes for multi-agent RL using OpenAI MPE environment☆33Updated 2 years ago
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆170Updated last year
- Implementation of DyMA-CL, MARL algorithm☆27Updated 5 years ago
- RL projects including implementation of DQN/DDPG/MADDPG/BicNet on StarCraft II multi-agent learning environment SMAC☆47Updated 5 years ago
- Algorithm that combines QMIX with SAC for Multi-Agent Reinforcement Learning.☆48Updated 2 years ago
- ICML 2019 RL for Real Life Workshop: Recurrent MADDPG for Partially Observable and Limited Communication Settings☆48Updated 5 years ago
- Official repository of the paper TransfQMix: Transformers for Leveraging the Graph Structure of Multi-Agent Reinforcement Learning Proble…☆49Updated last year
- Deep recurrent Q learning on CartPole-v1 environment☆89Updated last year
- Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics…☆84Updated 4 years ago
- This is the official implementation of Multi-Agent PPO.☆106Updated 2 years ago
- Code for our paper: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation☆109Updated 4 months ago
- Code for Weighted QMIX☆136Updated 4 years ago
- Codes of GoMARL accompanying the paper "Automatic Grouping for Efficient Cooperative Multi-Agent Reinforcement Learning"(NeurIPS 2023). G…☆26Updated 9 months ago
- ☆42Updated 3 years ago
- (ICML 2023) The official code for RACE: Improve Multi-Agent Reinforcement Learning with Representation Asymmetry and Collaborative Evolut…☆34Updated last year
- Clean implementation of Multi-Agent Reinforcement Learning methods (MADDPG, MATD3, MASAC, MAD4PG) in TensorFlow 2.x☆149Updated last year
- Project on multi agent reinforcement learning applied on patrolling agents☆39Updated 5 years ago
- Multi-agent Reinforcement Learning Algorithms(COMA, VDN, QMIX)☆15Updated 4 years ago
- PyTorch implementation of Constrained Reinforcement Learning for Soft Actor Critic Algorithm☆47Updated 2 years ago
- implementation of MADDPG using PyTorch and multiagent-particle-envs☆37Updated 3 years ago