Criticality-based Varying Step-number Algorithm for Reinforcement Learning

Yitzhak Spielberg, Amos Azaria

Abstract: In the context of reinforcement learning we introduce the concept of criticality of a state, which indicates the extent to which the choice of action in that particular state influences the expecte...