Sökning: "computer science- simulation"

Visar resultat 1 - 5 av 39 uppsatser innehållade orden computer science- simulation.

  1. 1. An Empirical Survey of Bandits in an Industrial Recommender System Setting

    Master-uppsats, Göteborgs universitet/Institutionen för data- och informationsteknik

    Författare :Tobias Schwarz; Johan Brandby; [2023-09-21]
    Nyckelord :computer science; industrial application; machine learning; reinforcement learning; multi-armed bandits; MAB; contextual multi-armed bandits; survey; batch learning;

    Sammanfattning : In this thesis, the effects of incorporating unstructured data—images in the wild—in contextual multi-armed bandits are investigated, when used within a recommender system setting, which focuses on picture-based content suggestion. The idea is to employ image features, extracted by a pre-trained convolutional neural network, and study the resulting bandit behaviors when including respective excluding this information in the typical context creation, which normally relies on structured data sources—such as metadata. LÄS MER

  2. 2. Optimizing course scheduling

    Kandidat-uppsats, Umeå universitet/Institutionen för datavetenskap

    Författare :Victor Åström; [2023]
    Nyckelord :;

    Sammanfattning : Many Computer Science courses at Umeå University run at 50%-pace and students take two courses simultaneously. Lectures are held in one of four time-slots: Mondays and Thursdays or Tuesdays and Fridays, morning or afternoon. This results in four scheduling categories and courses from different categories can be taken together. LÄS MER

  3. 3. AI-Based Race StrategyAssistant and Car data Monitor

    Uppsats för yrkesexamina på avancerad nivå, Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Författare :Simon Pontin; [2023]
    Nyckelord :computer science; ai; race strategy; ai-based strategy; datateknik;

    Sammanfattning : In the world of motorsport, it is not only the driver's skill that determines the outcome of a race. Race strategy and car setup are two main factors that determine if the driver is competitive or not. Thus, this project focuses on optimizing the strategy part. LÄS MER

  4. 4. The User Needs Of Agent-Based Modelling Experts : What Information Architecture reveals about ABM frameworks

    Kandidat-uppsats, Malmö universitet/Fakulteten för teknik och samhälle (TS)

    Författare :Bertilla Fabris; [2023]
    Nyckelord :Agent-based Modelling; ABM; Usability; Information Architecture; Computer and Information Science; ABSS; Agent-based Social Simulation; Agent Based Modelling; Agent-Based Modeling; Agent Based Modeling;

    Sammanfattning : Present-day Agent Based Modelling is used to simulate complex systems in which agents are explicitly heterogeneous. Researchers within the field of ABM have a set of tools at their disposal, yet little is known about the usability and learnability of these systems. LÄS MER

  5. 5. Sim2Real: Generating synthetic images from industry CAD models with domain randomization

    Master-uppsats, Uppsala universitet/Institutionen för informationsteknologi

    Författare :Duruo Li; [2023]
    Nyckelord :;

    Sammanfattning : Deep learning methods for computer vision applications require massive visual data for model training. Although it is possible to utilize public datasets such as ImageNet, MS COCO, and CIFAR-100, it becomes problematic when there is a need for more task-specific data when new training data collection typically is needed. LÄS MER