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Low-Complexity Algorithm for Restless Bandits with Imperfect Observations
Restless bandit problems with even finite state spaces are PSPACE-HARD in general.
The Extended UCB Policies for Frequentist Multi-armed Bandit Problems
The multi-armed bandit (MAB) problem is a widely studied model in the field of reinforcement learning.
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