Åkerblom, Niklas

6 publications

ICLR 2025 Bayesian Analysis of Combinatorial Gaussian Process Bandits Jack Sandberg, Niklas Åkerblom, Morteza Haghir Chehreghani

TMLR 2025 Cost-Efficient Online Decision Making: A Combinatorial Multi-Armed Bandit Approach Arman Rahbar, Niklas Åkerblom, Morteza Haghir Chehreghani

TMLR 2024 Tree Ensembles for Contextual Bandits Hannes Nilsson, Rikard Johansson, Niklas Åkerblom, Morteza Haghir Chehreghani

TMLR 2023 A Combinatorial Semi-Bandit Approach to Charging Station Selection for Electric Vehicles Niklas Åkerblom, Morteza Haghir Chehreghani

MLJ 2023 Online Learning of Network Bottlenecks via Minimax Paths Niklas Åkerblom, Fazeleh Sadat Hoseini, Morteza Haghir Chehreghani

IJCAI 2020 An Online Learning Framework for Energy-Efficient Navigation of Electric Vehicles Niklas Åkerblom, Yuxin Chen, Morteza Haghir Chehreghani