Theorem 3 of the paper Online Allocation and Pricing: Constant Regret via Bellman Inequalities (Operations Research 69(3):821–840) states a constant regret result for a menu-pricing problem. In this erratum, the authors correct the theorem’s proof.
Vera et al. (Mon,) studied this question.