Top 7 marl open source projects

Implementation of Deep Reinforcement Learning from Self-Play in Imperfect-Information Games (Heinrich and Silver, 2016)

Implementation of Multi-Agent Reinforcement Learning algorithm(s). Currently includes: MADDPG

Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)

A library of multi-agent reinforcement learning components and systems

[NeurIPS 2021] CDS achieves remarkable success in challenging benchmarks SMAC and GRF by balancing sharing and diversity.

A Collection of Multi-Agent Reinforcement Learning (MARL) Resources

A toolbox with the goal of speeding up research on bargaining in MARL (cooperation problems in MARL).