Whittle index based Q-learning for restless bandits with average reward

no code implementations • 29 Apr 2020 • Konstantin E. Avrachenkov, Vivek S. Borkar

A novel reinforcement learning algorithm is introduced for multiarmed restless bandits with average reward, using the paradigms of Q-learning and Whittle index.

Q-Learning reinforcement-learning +1