most citedThompson Sampling for Combinatorial Semi-bandits with Sleeping Arms and Long-Term Fairness Constraints

5 citations · 5 across the 1 of their papers we have counts for

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1 paper

cs.LG2020★ 5 cited

Thompson Sampling for Combinatorial Semi-bandits with Sleeping Arms and Long-Term Fairness Constraints

Zhiming Huang, Yifan Xu, Bingshan Hu +2

We study the combinatorial sleeping multi-armed semi-bandit problem with long-term fairness constraints~(CSMAB-F). To address the problem, we adopt Thompson Sampling~(TS) to maximi…