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}, }