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cs.LG2021
Sleeping Combinatorial Bandits
Kumar Abhishek, Ganesh Ghalme, Sujit Gujar +1
In this paper, we study an interesting combination of sleeping and combinatorial stochastic bandits. In the mixed model studied here, at each discrete time instant, an arbitrary \e…
cs.LG2021
A Multi-Arm Bandit Approach To Subset Selection Under Constraints
Ayush Deva, Kumar Abhishek, Sujit Gujar
We explore the class of problems where a central planner needs to select a subset of agents, each with different quality and cost. The planner wants to maximize its utility while e…