To cite package ‘mlr3mbo’ in publications use:

Becker M, Schneider L, Richter J, Lang M, Bischl B, Pfisterer F, Binder M, Fischer S (2026). mlr3mbo: Flexible Bayesian Optimization. R package version 1.1.1, https://github.com/mlr-org/mlr3mbo.

Corresponding BibTeX entry:

  @Manual{,
    title = {mlr3mbo: Flexible Bayesian Optimization},
    author = {Marc Becker and Lennart Schneider and Jakob Richter and
      Michel Lang and Bernd Bischl and Florian Pfisterer and Martin
      Binder and Sebastian Fischer},
    year = {2026},
    note = {R package version 1.1.1},
    url = {https://github.com/mlr-org/mlr3mbo},
  }