Learning to Optimize via Posterior Sampling

Daniel Russo, Benjamin Van Roy. Learning to Optimize via Posterior Sampling. Math. Oper. Res., 39(4):1221-1243, 2014. [doi]

@article{RussoR14-0,
  title = {Learning to Optimize via Posterior Sampling},
  author = {Daniel Russo and Benjamin Van Roy},
  year = {2014},
  doi = {10.1287/moor.2014.0650},
  url = {http://dx.doi.org/10.1287/moor.2014.0650},
  researchr = {https://researchr.org/publication/RussoR14-0},
  cites = {0},
  citedby = {0},
  journal = {Math. Oper. Res.},
  volume = {39},
  number = {4},
  pages = {1221-1243},
}