Browsing by Subject "Aprenentatge supervisat (Aprenentatge automàtic)"
Now showing items 1-10 of 10
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Autoencoders for semi-supervised water level modeling in sewer pipes with sparse labeled data
(2022-01-24)
Article
Open AccessMore frequent and thorough inspection of sewer pipes has the potential to save billions in utilities. However, the amount and quality of inspection are impeded by an imprecise and highly subjective manual process. It ... -
Development and usability assessment of an attention-based encoder for analysing Type-2 Diabetes primary care from a large population
(Universitat Politècnica de Catalunya, 2024-06-27)
Bachelor thesis
Open AccessThis study examines the evolution of a time series spanning the years 2019, 2020, and 2021, utilizing multiple routinely collected health care data points for approximately 1.5 million adults in Catalonia. The aim is to ... -
Efficiently learning the system model for microservice-based applications
(Universitat Politècnica de Catalunya, 2023-09-04)
Master thesis
Open Access
Covenantee: Kungliga Tekniska högskolanMicroservice-based applications are increasing in popularity. They offer numerous advantages and qualities (i.e., decentralized architecture, ease of monitoring and deployment, or scalability). However, controlling a ... -
Improving fitness with data
(Universitat Politècnica de Catalunya, 2023-06-29)
Bachelor thesis
Open AccessAs an individual who has collected training activity data through Strava and Garmin APIs over the years, a substantial database has been amassed containing valuable information that has the potential to enhance performance ... -
Multi-agent reinforcement learning in two-player zero-sum games
(Universitat Politècnica de Catalunya, 2023-06-27)
Bachelor thesis
Open AccessEl principal objectiu d'aquest projecte és comparar com diferents algorismes d'Aprenentatge per Reforç aprenen a jugar a jocs de suma-zero. En concret, ens centrem en el joc del Connecta 4 (o Quatre en Ratlla). En primer ... -
Object Detection and Weakly Supervised Semantic Segmentation for Grape Detection
(Universitat Politècnica de Catalunya, 2021-07-01)
Bachelor thesis
Open AccessLa recerca en intel·ligència artificial ha experimentat un creixement exponencial durant la última dècada. Degut a la rapidesa d'aquest creixement, moltes indústries no han tingut temps d'adaptar les seves metodologies més ... -
Robot Learning from Demonstration with Gaussian Processes
(Universitat Politècnica de Catalunya, 2021-06-21)
Master thesis
Open AccessAutonomous systems are no longer confined to factories, but they are progressively spreading to urban, social, and assistive domains. However, in order to become handy co-workers and helpful assistants, robots must be ... -
Robot Learning from Demonstration with Gaussian Processes
(Universitat Politècnica de Catalunya, 2021-06-21)
Master thesis
Open AccessAutonomous systems are no longer confined to factories, but they are progressively spreading to urban, social, and assistive domains. However, in order to become handy co-workers and helpful assistants, robots must be ... -
Search & analysis of new heuristics for solving NP-HARD problems with Deep Reinforcement Learning
(Universitat Politècnica de Catalunya, 2024-06-26)
Bachelor thesis
Open AccessLa tesi se centra en l'ús de l'aprenentatge profund per reforç (DRL) per resoldre problemes NP-difícils (NPH), coneguts per la seva complexitat computacional. Aquests problemes són difícils de resoldre amb mètodes tradicionals, ... -
User behavioral segmentation based on Math Input
(Universitat Politècnica de Catalunya, 2020-12-14)
Master thesis
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