Strategically efficient exploration in competitive multi-agent reinforcement learning

Robert Loftin, Aadirupa Saha, Sam Devlin, Katja Hofmann

Abstract: High sample complexity remains a barrier to the application of reinforcement learning (RL), particularly in multi-agent systems. A large body of work has demonstrated that exploration mechanisms ba...