Adaptive Scheduling: A Reinforcement Learning Whittle Index Approach for Wireless Sensor Networks

Sokipriala Jonah, Seong Ki Yoo, Saurav Sthapit

We propose a reinforcement learning based scheduling framework for Restless Multi-Armed Bandit (RMAB) problems, centred on a Whittle Index Q-Learning policy with Upper Confidence B…