32 citations · 42 across the 8 of their papers we have counts for
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stat.ML2019★ 32 cited
Multi-Armed Bandits with Correlated Arms
Samarth Gupta, Shreyas Chaudhari, Gauri Joshi +1
We consider a multi-armed bandit framework where the rewards obtained by pulling different arms are correlated. We develop a unified approach to leverage these reward correlations…
eess.SY2019
Real-Time Predictive Control Strategy Optimization
Samarth Gupta, Ravi Seshadri, Bilge Atasoy +4
Traffic congestion has lead to an increasing emphasis on management measures for a more efficient utilization of existing infrastructure. In this context, this paper proposes a nov…