Combinatorial Multi-armed Bandits for Resource Allocation
2021 55th Annual Conference on Information Sciences and Systems (CISS)(2021)
摘要
We study the sequential resource allocation problem where a decision maker repeatedly allocates budgets between resources. Motivating examples include allocating limited computing time or wireless spectrum bands to multiple users (i.e., resources). At each timestep, the decision maker should distribute its available budgets among different resources to maximize the expected reward, or equivalently...
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关键词
Wireless communication,Random processes,Resource management
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