Game-Theoretic Foundations for Probability and Finance (Wiley Series in Probability and Statistics)

An entirely different approach is Game-Theoretic probability ( https://www.amazon.com/dp/0470903058 ) which has a lot of benefits over these two approaches in several aspects (does not require prior, "works" with single events, more theorems can be proven about the nature of probability etc.