Multi-Player Approaches for Dueling Bandits

Or Raveh, Junya Honda, Masashi Sugiyama

Various approaches have emerged for multi-armed bandits in distributed systems. The multiplayer dueling bandit problem, common in scenarios with only preference-based information l…