SIC - MMAB: Synchronisation Involves Communication in Multiplayer Multi-Armed Bandits

Neural Information Processing Systems 

We present a decentralized algorithm that achieves the same performance as a centralized one, contradicting the existing lower bounds for that problem. This is possible by "hacking" the standard model by constructing a communication protocol between players that deliberately enforces collisions, allowing them to share their information at a negligible cost.

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