Repeated auctions with strategic agents is an interesting and hot topic. This paper generalizes a previous one where some value distribution is now learned on the fly - instead of being known beforehand (as in online learning). The reviewers pointed out the merits of that paper (the aforementioned contribution) which is worth acceptance at NeurIPS this year. One reviewer had some concerns about the contents of the paper, but they disappeared after the rebuttal and the discussion.