16 citations · 58 across the 27 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.LG2018★ 6 cited
Cost-aware Cascading Bandits
Ruida Zhou, Chao Gan, Jing Yan +1
In this paper, we propose a cost-aware cascading bandits model, a new variant of multi-armed ban- dits with cascading feedback, by considering the random cost of pulling arms. In e…
cs.NI2018★ 1 cited
Cost-Aware Learning and Optimization for Opportunistic Spectrum Access
Chao Gan, Ruida Zhou, Jing Yang +1
In this paper, we investigate cost-aware joint learning and optimization for multi-channel opportunistic spectrum access in a cognitive radio system. We investigate a discrete time…
cs.LG2018★ 2 cited
Regional Multi-Armed Bandits
Zhiyang Wang, Ruida Zhou, Cong Shen
We consider a variant of the classic multi-armed bandit problem where the expected reward of each arm is a function of an unknown parameter. The arms are divided into different gro…