Optimal Control of Fluid Restless Multi-armed Bandits: A Machine Learning Approach

Dimitris Bertsimas, Cheol Woo Kim, José Niño-Mora

We present a novel machine learning framework for the optimal control of fluid restless multi-armed bandit problems (FRMABPs) with state equations that are either affine or quadrat…