Blar i Master's theses in Information and Communication Technology på forfatter "Granmo, Ole-Christoffer"
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Active network management with decision transformer
Åsvestad, Vegard; Sevland, Ruben (Master thesis, 2024)This thesis analyzes the implementation of a DT model for ANM in power grids, focusing on active network management with intermittent renewable energy sources. Considering the increasing implementation of renewable sources ... -
Active Network Management with Decision Transformer
Sevland, Ruben; Svensli Åsvestad, Vegard (Master thesis, 2024)This thesis analyzes the implementation of a DT model for ANM in power grids, focusing on active network management with intermittent renewable energy sources. Considering the increasing implementation of renewable sources ... -
Deep Reinforcement Learning using Capsules in Advanced Game Environments
Andersen, Per-Arne; Goodwin, Morten; Granmo, Ole-Christoffer (Master thesis, 2018)Reinforcement Learning (RL) is a research area that has blossomed tremendously in recent years and has shown remarkable potential for artificial intelligence based opponents in computer games. This success is primarily due ... -
The Potential and Limitations of the Tsetlin Machine in Model-Free Reinforcement Learning
Grimsmo, Andreas; Drøsdal, Didrik Kallhovd (Master thesis, 2023)This paper aims to investigate the potential of model-free reinforcement learning using the Tsetlin Machine by evaluating its performance in widely recognized benchmark environments for reinforcement learning: Cartpole and ... -
The Potential and Limitations of the Tsetlin Machine in Model-Free Reinforcement Learning
Drøsdal, Didrik Kallhovd; Grimsmo, Andreas (Master thesis, 2023)This paper aims to investigate the potential of model-free reinforcement learning using the Tsetlin Machine by evaluating its performance in widely recognized benchmark environments for reinforcement learning: Cartpole and ...