Sökning: "reinforcement learning"

Visar resultat 21 - 25 av 239 uppsatser innehållade orden reinforcement learning.

  1. 21. Predicting Container-Level Power Consumption in Data Centers using Machine Learning Approaches

    Master-uppsats, Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Författare :Rasmus Bergström; [2020]
    Nyckelord :Cloud; Data Center; Prediction; Machine Learning; Climate Change; Environment;

    Sammanfattning : Due to the ongoing climate crisis, reducing waste and carbon emissions has become hot topic in many fields of study. Cloud data centers contribute a large portion to the world’s energy consumption. LÄS MER

  2. 22. Domain Transfer for End-to-end Reinforcement Learning

    Uppsats för yrkesexamina på avancerad nivå, Högskolan i Halmstad/Akademin för informationsteknologi; Högskolan i Halmstad/Akademin för informationsteknologi

    Författare :Anton Olsson; Felix Rosberg; [2020]
    Nyckelord :Reinforcement Learning; Domain Transfer; Deep Deterministic Policy Gradient; Reinforcement Learning in Real-time;

    Sammanfattning : In this master thesis project a LiDAR-based, depth image-based and semantic segmentation image-based reinforcement learning agent is investigated and compared forlearning in simulation and performing in real-time. The project utilize the Deep Deterministic Policy Gradient architecture for learning continuous actions and was designed to control a RC car. LÄS MER

  3. 23. Machine Learning Technique for Beam Management in 5G NR RAN at mmWave Frequencies

    Master-uppsats, Lunds universitet/Institutionen för elektro- och informationsteknik

    Författare :Joel Bill; Gustav Fahlén; [2020]
    Nyckelord :Machine Learning; Reinforcement Learning; Beam Management; Beam Tracking; mmWaves; Technology and Engineering;

    Sammanfattning : Ericsson has an interest in investigating if the fast-growing concept known as machine learning can be applied to beam management, in a 5G NR environment using mmWave frequencies. Because of the high path-loss at mmWave frequencies and high throughput demands of 5G NR systems it is crucial to the UE to always stay connected to the most suitable beam, to provide highest possible throughput. LÄS MER

  4. 24. Reinforcement Learning Assisted Load Test Generation for E-commerce Applications

    Magister-uppsats, Mälardalens högskola/Akademin för innovation, design och teknik

    Författare :Golrokh Hamidi; [2020]
    Nyckelord :;

    Sammanfattning : Background: End-user satisfaction is not only dependent on the correct functioning of the software systems but is also heavily dependent on how well those functions are performed. Therefore, performance testing plays a critical role in making sure that the system responsively performs the indented functionality. LÄS MER

  5. 25. In Search of Pleasure : Decision-Making in Uncertainty

    Master-uppsats, Linköpings universitet/Institutionen för datavetenskap

    Författare :Leo Kowalski; [2020]
    Nyckelord :decision-making; emotion; learning; reward;

    Sammanfattning : Everyday people seek pleasant experiences, acting in ways they believe will lead to emotional gratification. By engaging with the world people learn about which actions lead to certain outcomes and use this information to navigate their environment. LÄS MER