Communication efficient parallel reinforcement learning

Mridul Agarwal, Bhargav Ganguly, Vaneet Aggarwal

Abstract: We consider the problem where $M$ agents interact with $M$ identical and independent environments with $S$ states and $A$ actions using reinforcement learning for $T$ rounds. The agents share their...