114 citations · 381 across the 40 of their papers we have counts for
Showing 2018 · cs.LGShow all
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cs.LG2018★ 10 cited
Analysis of Thompson Sampling for Combinatorial Multi-armed Bandit with Probabilistically Triggered Arms
Alihan Hüyük, Cem Tekin
We analyze the regret of combinatorial Thompson sampling (CTS) for the combinatorial multi-armed bandit with probabilistically triggered arms under the semi-bandit feedback setting…
cs.LG2018★ 4 cited
Combinatorial Multi-Objective Multi-Armed Bandit Problem
Doruk Öner, Altuğ Karakurt, Atilla Eryılmaz +1
In this paper, we introduce the COmbinatorial Multi-Objective Multi-Armed Bandit (COMO-MAB) problem that captures the challenges of combinatorial and multi-objective online learnin…