General Principles of Learning-Based Multi-Agent Systems

David H. Wolpert, Kevin R. Wheeler, Kagan Tumer

We consider the problem of how to design large decentralized multi-agent systems (MAS's) in an automated fashion, with little or no hand-tuning. Our approach has each agent run a r…