Mava: a scalable, research framework for multi-agent reinforce | Data Science by ODS.ai 🦜

Mava: a scalable, research framework for multi-agent reinforcement learning

The framework integrates with popular MARL environments such as PettingZoo, SMAC, RoboCup, OpenSpiel, Flatland , as well as a few custom environments.

Mava includes distributed implementations of multi-agent versions of ddpg, d4pg, dqn, ppo, as well as DIAL, VDN and QMIX.

ArXiV: https://arxiv.org/pdf/2107.01460.pdf
GitHub: https://github.com/instadeepai/Mava

#MARL #RL #dl