Search Results for author: Niklas Åkerblom

Found 2 papers, 0 papers with code

Online Learning of Network Bottlenecks via Minimax Paths

no code implementations17 Sep 2021 Niklas Åkerblom, Fazeleh Sadat Hoseini, Morteza Haghir Chehreghani

In this paper, we study bottleneck identification in networks via extracting minimax paths.

An Online Learning Framework for Energy-Efficient Navigation of Electric Vehicles

no code implementations3 Mar 2020 Niklas Åkerblom, Yuxin Chen, Morteza Haghir Chehreghani

In order to learn the model parameters, we develop an online learning framework and investigate several exploration strategies such as Thompson Sampling and Upper Confidence Bound.

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