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cs.LG2021
Robustification of Online Graph Exploration Methods
Franziska Eberle, Alexander Lindermayr, Nicole Megow +2
Exploring unknown environments is a fundamental task in many domains, e.g., robot navigation, network security, and internet search. We initiate the study of a learning-augmented v…
cs.LG2021
Double Coverage with Machine-Learned Advice
Alexander Lindermayr, Nicole Megow, Bertrand Simon
We study the fundamental online k-server problem in a learning-augmented setting. While in the traditional online model, an algorithm has no information about the request sequence,…