Sökning: "MAB"
Visar resultat 1 - 5 av 28 uppsatser innehållade ordet MAB.
1. Risk-Averse Multi-Armed Bandit Problem with Multiple Plays
Master-uppsats, Göteborgs universitet/Institutionen för data- och informationsteknikSammanfattning : This study aims to construct an efficient heuristic, referred to as RA, for a riskaverse Markovian multi-armed bandit problem (MAB) with multiple plays. The RA incorporates risk-aversion and multiple plays by modifying the Gittins index strategy. LÄS MER
2. An Empirical Survey of Bandits in an Industrial Recommender System Setting
Master-uppsats, Göteborgs universitet/Institutionen för data- och informationsteknikSammanfattning : 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
3. Implementation of an automatic tangential flow filtration system for latex immunoassay production
Master-uppsats, Linköpings universitet/Institutionen för fysik, kemi och biologiSammanfattning : To diagnose patients suffering from blood clotting disorders latex immununoassays (LIA) can be used. A time consuming manual tangential flow filtration (TFF) process suggests the implementation of an automatic TFF system to improve the efficiency, profitability, and expandability of the production facility of LIA at Nordic Biomarker. LÄS MER
4. Causal Reinforcement Learning for Bandits with Unobserved Confounders
Master-uppsats, Uppsala universitet/Institutionen för informationsteknologiSammanfattning : Reinforcement Learning (RL) has been recognized as a valuable tool in various fields. However, its application is limited by its reliance on extensive data through a trial-and-error approach and challenges in generalizing learned policies. LÄS MER
5. Vilken kvalitet håller nya bostäder?
Kandidat-uppsats, Linnéuniversitetet/Institutionen för byggteknik (BY)Sammanfattning : Flera kommuner runt om i Sverige rapporterar om att man har bostadsbrist. Orsaker tillatt det finns en bostadsbrist i Sverige är dels den höga byggkostnaden delsbefolkningsökning som sker. För att kunna möta upp bristen samt ökningen har detproducerats bostäder i en stor volym. LÄS MER