The standard is Nelson's Radically elementary probability. Vovks and Shafer's game-theoretic approach is interesting in that related approaches like bandit mod

The standard is Nelson's Radically elementary probability. Vovks and Shafer's game-theoretic approach is interesting in that related approaches like bandit models and online learning have recently picked up in popularity.