Neural MMO

Neural MMO is a massively multi-agent reinforcement learning environment designed to benchmark agent generalization and robustness in complex, dynamic scenarios. Current research focuses on developing agents capable of mastering diverse tasks within the environment, often employing standard reinforcement learning algorithms enhanced by domain-specific engineering. This platform serves as a valuable tool for advancing multi-agent learning research and contributes to a better understanding of how agents can adapt to unforeseen challenges and collaborate effectively in large-scale systems. The open-source nature of the environment and associated tools fosters community collaboration and accelerates progress in the field.

Papers