Mutual Information Surprise: Rethinking Unexpectedness in Autonomous Systems

Yinsong Wang, Quan Zeng, Xiao Liu +1

A community of researchers appears to think that a machine can be surprised and have introduced various surprise measures, principally the Shannon Surprise and the Bayesian Surpris…