Conformal bandits: bringing statistical validity and reward efficiency under weak arm separability

Simone Cuonzo, Nina Deliu

We introduce Conformal Bandits, a novel framework integrating Conformal Prediction (CP) into bandit problems, a classic paradigm for sequential decision-making under uncertainty. T…