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    Every Internet company ever has probably thought about adding RL to their ad-serving model, but if anyone’s done it, they’ve kept quiet about it.

    No, not everyone. JD.com went public in 2017. https://arxiv.org/abs/1708.05565 Since I have no reason to believe JD.com is special, I conclude everyone is doing it but being quiet about it.