xkiwilabs / Multi-Agent-DDPG-using-PTtorch-and-ML-AgentsLinks
A simple example of how to implement vector based DDPG for MARL tasks using PyTorch and a ML-Agents environment.
☆37Updated 6 years ago
Alternatives and similar repositories for Multi-Agent-DDPG-using-PTtorch-and-ML-Agents
Users that are interested in Multi-Agent-DDPG-using-PTtorch-and-ML-Agents are comparing it to the libraries listed below
Sorting:
- Project on multi agent reinforcement learning applied on patrolling agents☆39Updated 5 years ago
- A Pytorch Implementation of Multi Agent Soft Actor Critic☆40Updated 6 years ago
- Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics…☆86Updated 4 years ago
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆177Updated last year
- ☆85Updated 3 years ago
- Cooperative Multi-goal Multi-stage Multi-agent Reinforcement Learning☆56Updated 3 years ago
- Implement Google Deep Minds DQN for multiple agents for a grid world environment where vehicles must pick up customers.☆28Updated 7 years ago
- scalable multi agents reinforcement learning☆61Updated 7 years ago
- ☆52Updated 6 years ago
- qmix☆22Updated 5 years ago
- MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT..…☆139Updated last year
- Reinforcement Learning approaches for learning communication in Multi Agent Systems.☆18Updated 6 years ago
- Distributed Multi-Agent Cooperation Algorithm based on MADDPG with prioritized batch data.☆105Updated 4 years ago
- Deep recurrent Q learning on CartPole-v1 environment☆91Updated last year
- ICML 2019 RL for Real Life Workshop: Recurrent MADDPG for Partially Observable and Limited Communication Settings☆48Updated 5 years ago
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆71Updated 3 years ago
- Fully Cooperative Multi-Agent Deep Reinforcement Learning☆27Updated 5 years ago
- The code for maddpg using pytorch☆169Updated 4 years ago
- This is a framework for the research on multi-agent reinforcement learning and the implementation of the experiments in the paper titled …☆119Updated 7 months ago
- Transplant a implementation of MADDPG to the environment provided by openAI (multiagent-particle-envs).☆21Updated 4 years ago
- Code for implementing/applying ODM*, PPO, MAAC, IC3Net and PRIMAL (PPO version) on a Multi-Agent gridworld environment.☆37Updated 4 years ago
- Code for paper 'Learning transferable cooperative behaviors in multi-agent teams' (ICML 2019)☆114Updated 2 years ago
- ☆47Updated 5 years ago
- PyTorch implementation of MATD3☆13Updated 5 years ago
- Codes for Paper "Delay-Aware Multi-Agent Reinforcement Learning".☆53Updated 4 years ago
- Multi-Agent training using Deep Deterministic Policy Gradient Networks, Solving the Tennis Environment☆11Updated 6 years ago
- Implementation of centralized training, centralized execution of Soft Actor-Critic (SAC) on a Tennis multiagent Unity environment.☆37Updated 4 years ago
- Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment☆65Updated 9 months ago
- 用DDPG/MADDPG/DQN/MADDPG+advantage实验 OpenAI开源的MPE环境☆24Updated 7 years ago
- Implementation of Deep Deterministic Policy Gradient (DDPG) with Prioritized Experience Replay (PER)☆51Updated 4 months ago