Sökning: "ensemble learning"

Visar resultat 21 - 25 av 218 uppsatser innehållade orden ensemble learning.

  1. 21. Deep Reinforcement Learning on Social Environment Aware Navigation based on Maps

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Victor Sanchez; [2023]
    Nyckelord :Deep Reinforcement Learning; Environment-aware navigation; Robotics; Artificial Intelligence; Apprentissage par renforcement profond; Navigation consciente de l’humain; Intelligence Artificielle; Robotique; Djup Förstärkande Inlärning; Människomedveten navigering; Robotik; Artificiell Intelligens;

    Sammanfattning : Reinforcement learning (RL) has seen a fast expansion in recent years of its successful application to a range of decision-making and complex control tasks. Moreover, deep learning offers RL the opportunity to enlarge its spectrum of complex fields. LÄS MER

  3. 22. EV - charger availability prediction based on machine learning

    Master-uppsats, Högskolan i Halmstad/Akademin för informationsteknologi

    Författare :Jainu Joseph; Jacob Sebastian; [2023]
    Nyckelord :;

    Sammanfattning : In response to the rapid growth of electric vehicles (EVs), our research focuses on the critical need for efficient management of charging infrastructure to facilitate the widespread adoption of EVs. Thisresearch leverages historical charging data as a foundation for predicting charging station availability. LÄS MER

  4. 23. Assessment of building renovations using Ensemble Learning

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Paul Lieutier; [2023]
    Nyckelord :Energy consumption; time series; ensemble learning; renovation works; Energiförbrukning; tidsserier; ensembleinlärning; renoveringsarbeten;

    Sammanfattning : In the context of global warming, to reduce energy consumption, an unavoidable policy is to renovate badly-isolated buildings. However, most studies concerning efficiency of renovation work do not rely on energy data from smart meters but rather on estimates. LÄS MER

  5. 24. Counterfeit product grouping - a cluster ensemble approach

    Master-uppsats, Högskolan i Halmstad/Akademin för informationsteknologi

    Författare :Jency Raj; Ramu Satheesh; [2023]
    Nyckelord :Machine Learning; Deeplearning; Image analysis; Data science;

    Sammanfattning : he need for the development and use of efficient and reliable Anticounterfeit techniques in the manufacturing industry and online trading has recently increased tremendously. Flooding counterfeit products in the international market have several adverse social and economic impacts globally. LÄS MER

  7. 25. Recognition of Handwritten Swedish Sentences With Deep Learning

    Master-uppsats, Uppsala universitet/Institutionen för informationsteknologi

    Författare :Hussain Kara Fallah; [2023]
    Nyckelord :;

    Sammanfattning : This study attempts the task of handwritten text recognition within the context of the Swedish language. It examines the applicability of deep neural networks to comprehend handwritten Swedish texts, specifically leveraging the Labors Memory Dataset. LÄS MER