31 citations · 159 across the 14 of their papers we have counts for
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cs.LG2020★ 1 cited
A Farewell to Arms: Sequential Reward Maximization on a Budget with a Giving Up Option
P Sharoff, Nishant A. Mehta, Ravi Ganti
We consider a sequential decision-making problem where an agent can take one action at a time and each action has a stochastic temporal extent, i.e., a new action cannot be taken u…
cs.LG2013★ 16 cited
Building Bridges: Viewing Active Learning from the Multi-Armed Bandit Lens
Ravi Ganti, Alexander G. Gray
In this paper we propose a multi-armed bandit inspired, pool based active learning algorithm for the problem of binary classification. By carefully constructing an analogy between…