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Niklas Åkerblom

Tree Ensembles for Contextual Bandits

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Feb 10, 2024
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Combinatorial Gaussian Process Bandits in Bayesian Settings: Theory and Application for Energy-Efficient Navigation

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Dec 20, 2023
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Cost-Efficient Online Decision Making: A Combinatorial Multi-Armed Bandit Approach

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Aug 21, 2023
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A Combinatorial Semi-Bandit Approach to Charging Station Selection for Electric Vehicles

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Jan 17, 2023
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An Online Learning Approach for Vehicle Usage Prediction During COVID-19

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Oct 28, 2022
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A Contextual Combinatorial Semi-Bandit Approach to Network Bottleneck Identification

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Jun 16, 2022
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Passive and Active Learning of Driver Behavior from Electric Vehicles

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Mar 04, 2022
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Online Learning of Energy Consumption for Navigation of Electric Vehicles

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Nov 03, 2021
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Online Learning of Network Bottlenecks via Minimax Paths

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Sep 17, 2021
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An Online Learning Framework for Energy-Efficient Navigation of Electric Vehicles

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Mar 03, 2020
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