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Showing 1 to 2 of 2 for “"Continuum-Armed Bandit"”.
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Learning Heterogeneous Resource-Constrained Task Allocation Using Concurrent Multi-Task Bandits
… algorithm called Concurrent Multi-Task Adaptive Bandits (CMTAB), which leverages and builds upon continuum-armed bandit algorithms. Our experiments, which involve detailed numerical simulations and a simulated emergency response task, demonstrate that CMTAB is effective at balancing exploration …
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ONLINE LEARNING AND ITS APPLICATIONS IN ELECTRICITY MARKETS
Online learning is the process of learning to make accurate predictions and optimize actions sequentially in each period based on the information gained through the previous decisions and observations. In many real-world problems, the underlying model is unknown and possibly stochastic. Therefore, …