'Contextual Bandits with Packing and Covering Constraints: A Modular Lagrangian Approach via Regression', by Aleksandrs Slivkins, Xingyu Zhou, Karthik Abinav Sankararaman, Dylan J. Foster.

http://jmlr.org/papers/v25/24-1220.html

#bandits #knapsacks #optimal