Essays about: "automatiserat lära."

Found 3 essays containing the words automatiserat lära..

  1. 1. Industrial Machine Monitoring: Real-Time Anomalous Sound Event Detection on Low-Powered Devices

    University essay from Lunds universitet/Matematisk statistik

    Author : Alexander Magnusson; Anton Andersson; [2023]
    Keywords : Anomaly Detection; Sound Event Detection; MFCC; GMM; OCSVM; Mathematics and Statistics;

    Abstract : Traditionally fault detection in industrial machinery has been performed manually by experienced machine operators listening to the machines. However, it is desirable to automate this process to increase efficiency and improve the working environment of the operators. READ MORE

  3. 2. Explainable Reinforcement Learning for Risk Mitigation in Human-Robot Collaboration Scenarios

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Alessandro Iucci; [2021]
    Keywords : Explainable Reinforcement Learning; Human-Robot Collaboration; Risk Mitigation; Reward Decomposition; Autonomous Policy Explanation; Collaborative Robots; Förklarbar förstärkningslärande; Mänskligt-robot-samarbete; Riskreducering; Reward Decomposition; Autonomous Policy Explanation; Samarbetsrobotar;

    Abstract : Reinforcement Learning (RL) algorithms are highly popular in the robotics field to solve complex problems, learn from dynamic environments and generate optimal outcomes. However, one of the main limitations of RL is the lack of model transparency. This includes the inability to provide explanations of why the output was generated. READ MORE

  4. 3. Video Stream Monitoring and Network-centric QoE Prediction through User-behavioral Studies and Automated Learning

    University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)

    Author : Dhananjaya Kumara Kittur Gonibasappa; [2017]
    Keywords : Quality of Experience; Video streaming; User behavioral studies; Video monitoring; Key quality indicators v s Network conditions; Automated learning; Kvalitet av erfarenhet QoE ; läggande tillbaka video som strömmar; beteendestudier för användare; video övervakning; Nyckelkvalitetsindikatorer v s Nätverksvillkor; automatiserat lära.;

    Abstract : Quality of Experience (QoE) is the degree of delight or annoyance of the user of an application or service [1]. To ensure a proper level of QoE for end users, networks and service providers have to continuously monitor their systems in terms of technical parameters, which can then be used to estimate QoE. READ MORE