Search for dissertations about: "Niklas Åkerblom"

Found 2 swedish dissertations containing the words Niklas Åkerblom.

2. 1. Combinatorial Semi-Bandit Methods for Navigation of Electric Vehicles

   Author : Niklas Åkerblom; Chalmers tekniska högskola; []
   Keywords : NATURVETENSKAP; NATURAL SCIENCES; energy-efficient navigation; online learning; multi-armed bandit problem; Thompson sampling; combinatorial semi-bandit problem;

   Abstract : Climate change is one of the most urgent global challenges humanity is currently facing. As major contributors of greenhouse gas emissions, the transport and automotive sectors have crucial roles to play in solving the problem. READ MORE

4. 2. Online Learning for Energy Efficient Navigation in Stochastic Transport Networks

   Author : Niklas Åkerblom; Chalmers tekniska högskola; []
   Keywords : NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; Thompson Sampling; Online Minimax Path Problem; Multi-Armed Bandits; Online Learning; Online Shortest Path Problem; Machine Learning; Combinatorial Semi-Bandits; Energy Efficient Navigation;

   Abstract : Reducing the dependence on fossil fuels in the transport sector is crucial to have a realistic chance of halting climate change. The automotive industry is, therefore, transitioning towards an electrified future at an unprecedented pace. READ MORE