Essays about: "förstärkningsinlärning"

Showing result 1 - 5 of 60 essays containing the word förstärkningsinlärning.

  1. 1. Evaluation of communication protocol performance for use in reinforcement learning training in simulation

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Leo Wiklund; [2022]
    Keywords : reinforcement learning; network communication; communication protocols; communication performance;

    Abstract : Since artificial intelligence (AI) is growing more prominent it is interesting to look at the methods used to train AI. One such method is reinforcement learning in simulation, where AI can train safely in the confines of a simulation. READ MORE

  2. 2. Autonomous agents in Industry 4.0 : A self-optimizing approach for automated guided vehicles in Industry 4.0 environments

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

    Author : Leo Hjulström; [2022]
    Keywords : Automated guided vehicles; Industry 4.0; Agents; Reinforcement learning; Automatiserade guidade fordon; Industri 4.0; Agenter; Förstärkningsinlärning;

    Abstract : Automated guided vehicles are an integral part of industrial production today. They are moving products to and from shelves in storage warehouses and fetching tools between different workstations in factories. These robots usually follow strict pre-determined paths and are not good at adapting to changes in the environment. READ MORE

  3. 3. Modelling Cyber Security of Networks as a Reinforcement Learning Problem using Graphs : An Application of Reinforcement Learning to the Meta Attack Language

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

    Author : Sandor Berglund; [2022]
    Keywords : Attack graphs; reinforcement learning; graph neural networks; Meta Attack Language; MAL; deepQ-learning DQN ; Attackgrafer; förstärningsinlärning; artificiella neuronnät; grafneuronnät; djup Qinlärning; Meta Attack Language; MAL;

    Abstract : ICT systems are part of the vital infrastructure in today’s society. These systems are under constant threat and efforts are continually being put forth by cyber security experts to protect them. By applying modern AI methods, can these efforts both be improved and alleviated of the cost of expert work. READ MORE

  4. 4. Towards Anatomically Plausible Streamline Tractography with Deep Reinforcement Learning

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Erika Bengtsdotter; [2022]
    Keywords : Deep Reinforcement Learning; Plausible; Track-To-Learn; Tractography;

    Abstract : Tractography is a tool that is often used to study structural brain connectivity from diffusion magnetic resonance imaging data. Despite its ability to visualize fibers in the white brain matter, it results in a high number of invalid streamlines. READ MORE

  5. 5. Teaching an Agent to Replicate Melodies by Listening : A Reinforcement Learning Approach to Generating Piano Rolls and Parameters of Physically Modeled Instruments from Target Audios

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

    Author : Wille Eriksson; [2022]
    Keywords : Reinforcement Learning; Music Informatics; Audio Processing; Physical Models; Instruments; Förstärkningsinlärning; Musikinformatik; Ljudbehandling; Fysiska modeller; Instrument;

    Abstract : Reinforcement learning has seen great improvements in recent years, with new frameworks and algorithms continually being developed. Some efforts have also been made to incorporate this method into music in various ways. READ MORE