64 citations · 64 across the 1 of their papers we have counts for
2 papers
cs.LG2015★ 64 cited
Algorithms with Logarithmic or Sublinear Regret for Constrained Contextual Bandits
Huasen Wu, R. Srikant, Xin Liu +1
We study contextual bandits with budget and time constraints, referred to as constrained contextual bandits.The time and budget constraints significantly complicate the exploration…
cs.LG2011
Parametrized Stochastic Multi-armed Bandits with Binary Rewards
Chong Jiang, R. Srikant
In this paper, we consider the problem of multi-armed bandits with a large, possibly infinite number of correlated arms. We assume that the arms have Bernoulli distributed rewards,…