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Predicting Contextual Sequences via Submodular Function Maximization
[article]
2012
arXiv
pre-print
Sequence optimization, where the items in a list are ordered to maximize some reward has many applications such as web advertisement placement, search, and control libraries in robotics. Previous work in sequence optimization produces a static ordering that does not take any features of the item or context of the problem into account. In this work, we propose a general approach to order the items within the sequence based on the context (e.g., perceptual information, environment description,
arXiv:1202.2112v1
fatcat:3dyvxeysnrhwfleulat7qyf7fu