GINO-Q: Learning an Asymptotically Optimal Index Policy for Restless Multi-armed Bandits

Gongpu Chen, Soung Chang Liew, Deniz Gunduz

The restless multi-armed bandit (RMAB) framework is a popular model with applications across a wide variety of fields. However, its solution is hindered by the exponentially growin…