MARBLE: Multi-Armed Restless Bandits in Latent Markovian Environment

Mohsen Amiri, Konstantin Avrachenkov, Ibtihal El Mimouni +1

Restless Multi-Armed Bandits (RMABs) are powerful models for decision-making under uncertainty, yet classical formulations typically assume fixed dynamics, an assumption often viol…