3 citations · 6 across the 3 of their papers we have counts for
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cs.LG2022★ 2 cited
Networked Restless Multi-Armed Bandits for Mobile Interventions
Han-Ching Ou, Christoph Siebenbrunner, Jackson Killian +4
Motivated by a broad class of mobile intervention problems, we propose and study restless multi-armed bandits (RMABs) with network effects. In our model, arms are partially recharg…
cs.LG2021★ 3 cited
Efficient Algorithms for Finite Horizon and Streaming Restless Multi-Armed Bandit Problems
Aditya Mate, Arpita Biswas, Christoph Siebenbrunner +2
We propose Streaming Bandits, a Restless Multi Armed Bandit (RMAB) framework in which heterogeneous arms may arrive and leave the system after staying on for a finite lifetime. Str…