Neural Index Policies for Restless Multi-Action Bandits with Heterogeneous Budgets

Himadri S. Pandey, Kai Wang, Gian-Gabriel P. Garcia

Restless multi-armed bandits (RMABs) provide a scalable framework for sequential decision-making under uncertainty, but classical formulations assume binary actions and a single gl…