13 citations · 29 across the 11 of their papers we have counts for
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cs.LG2019
Lexicographic Multiarmed Bandit
Alihan Hüyük, Cem Tekin
We consider a multiobjective multiarmed bandit problem with lexicographically ordered objectives. In this problem, the goal of the learner is to select arms that are lexicographic…
cs.LG2019★ 13 cited
Thompson Sampling for Combinatorial Network Optimization in Unknown Environments
Alihan Hüyük, Cem Tekin
Influence maximization, adaptive routing, and dynamic spectrum allocation all require choosing the right action from a large set of alternatives. Thanks to the advances in combinat…