most citedContextual Bandits with Packing and Covering Constraints: A Modular Lagrangian Approach via Regression

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cs.LG2022★ 2 cited

Contextual Bandits with Packing and Covering Constraints: A Modular Lagrangian Approach via Regression

Aleksandrs Slivkins, Xingyu Zhou, Karthik Abinav Sankararaman +1

We consider contextual bandits with linear constraints (CBwLC), a variant of contextual bandits in which the algorithm consumes multiple resources subject to linear constraints on…